Publications

Below is a list of my publications since 2005, journals, conferences, my theses and more. Also Google Scholar knows about my publications.

2023

  1. Vision-Based Design Education, AI Design Educat...

    Huang, Y.-C. J., Wensveen, S. A. G., & Funk, M. (2023). Experiential Speculation in Vision-Based AI Design Education: Designing Conventional and Progressive AI Futures. International Journal of Design, 17(2), 1–17.

    Abstract BibTeX Link to publication 
    @article{9bcbfe1a88f94ede9cd425198b11eca9,
  title = {Experiential Speculation in Vision-Based AI Design Education: Designing Conventional and Progressive AI Futures},
  keywords = {Vision-Based Design Education, AI Design Education, Experiential Speculation, AI-based Scenarios, Vision-Based Futuring Landscape},
  author = {Huang, {Yi-Ching Janet} and Wensveen, {Stephan A.G.} and Funk, Mathias},
  year = {2023},
  month = aug,
  doi = {10.57698/v17i2.01},
  language = {English},
  volume = {17},
  pages = {1--17},
  journal = {International Journal of Design},
  issn = {1991-3761},
  publisher = {National Taiwan University of Science and Technology},
  number = {2}
}
    Artificial Intelligence (AI) will change how designers design, what they design, and why they design. Recent efforts have extended design education with AI and related machine learning (ML) concepts and technologies. Often, these courses are grounded in other fields such as Computer Science, Electrical and Mechanical Engineering, and Social Sciences. However, few courses teach AI concepts and technologies in combination with creativity, aesthetics, and speculation to leverage the expertise of design. We explored this combination to allow students to creatively design AI exemplars. In a nine-week design activity, students envision and prototype AI exemplars that are based on their personal vision and aesthetic values. This paper reports on our vision, course design, educational context, and learning activities with a focus on developing and integrating different areas of design expertise with AI technology. We contribute insights into 1) what was designed: six design cases, resulting in design speculations, prototypes, and critical reflections as well as our design critiques of these AI exemplars. Then, 2) how to design with a vision-based approach to AI design education in comparison to other approaches, and 3) a futuring landscape with three horizons unpacking why to design with AI.

  2. Design Ethnography, Field Study, Privacy Design...

    Cheng, Y.-T., Funk, M., Liang, R.-H., & Chen, L.-L. (2023). Seeing Through Things: Exploring the Design Space of Privacy-Aware Data-Enabled Objects. ACM Transactions on Computer-Human Interaction, 30(4).

    Abstract BibTeX Link to publication 
    @article{4dcaae536b68432caf409fec74f7f669,
  title = {Seeing Through Things: Exploring the Design Space of Privacy-Aware Data-Enabled Objects},
  keywords = {Design Ethnography, Field Study, Privacy Design, Research Products, Data-Enabled Objects, Design Space Exploration, field study, data-enabled objects, privacy design, Additional Key Words and PhrasesDesign space exploration, design ethnography, research products},
  author = {Cheng, Yu-Ting and Funk, Mathias and Liang, Rung-Huei and Chen, Lin-Lin},
  year = {2023},
  month = aug,
  doi = {10.1145/3577012},
  language = {English},
  volume = {30},
  journal = {ACM Transactions on Computer-Human Interaction},
  issn = {1073-0516},
  publisher = {Association for Computing Machinery, Inc},
  number = {4}
}
    Increasing amounts of sensor-augmented research objects have been used in design research. We call these objects Data-Enabled Objects, which can be integrated into daily activities capturing data about people’s detailed whereabouts, behaviours, and routines. These objects provide data perspectives on everyday life for contextual design research. However, data-enabled objects are still computational devices with limited privacy awareness and nuanced data sharing. To better design data-enabled objects, we explore privacy design spaces by inviting 18 teams of undergraduate design students to re-design the same type of sensor-enabled home research camera. We developed the Connected Peekaboo Toolkit (CPT) to support the design teams in designing, building, and directly deploying their prototypes in real home studies. We conducted Thematic Analysis to analyze their outcomes which led us to interpret that privacy is not just an obstacle but can be a driver by unfolding an exploration of possible design spaces for data-enabled objects.

  3. CBL, electrical engineering, industrial design,...

    Raz, O., Exarchakos, G., Nijssen, E. J., & Funk, M. (2023). The need to extend CBL courses over longer periods - a test case on a CBL course on IoT. In N. van der Aa (Ed.), EAEEIE 2023 - Proceedings of the 2023 32nd Annual Conference of the European Association for Education in Electrical and Information Engineering (pp. 1–5). Institute of Electrical and Electronics Engineers.

    URL Abstract BibTeX Link to publication 
    @inproceedings{77bac2b5773a418794356d3c157a87f9,
  title = {The need to extend CBL courses over longer periods - a test case on a CBL course on IoT},
  keywords = {CBL, electrical engineering, industrial design, innovation sciences, real-life challenges, time on task},
  author = {Raz, Oded and Exarchakos, George and Nijssen, {Ed J.} and Funk, Mathias},
  year = {2023},
  month = jun,
  day = {20},
  doi = {10.23919/EAEEIE55804.2023.10181686},
  language = {English},
  pages = {1--5},
  editor = {{van der Aa}, Nico},
  booktitle = {EAEEIE 2023 - Proceedings of the 2023 32nd Annual Conference of the European Association for Education in Electrical and Information Engineering},
  publisher = {Institute of Electrical and Electronics Engineers},
  address = {United States},
  note = {The 32nd Annual Conference of the European Association for Education in Electrical and Information Engineering, EAEEIE, EAEEIE ; Conference date: 14-06-2023 Through 16-06-2023},
  url = {https://www.fontys.nl/EAEEIE-2023.htm}
}
    We report on our gained insights from the development of a challenge-based learning (CBL) line focusing on entrepreneurship and internet of things (IoT) technology. We observe that student engagement and quality of project work and learning has significantly been improved when the original one-course CBL experience has spread out over three consecutive courses. We further suggest that for the case of multi- and interdisciplinary learning lines, focus on the different disciplines in different courses, encourages students to engage in aspects of CBL outside their own discipline, hence better fulfilling the design goal of true multidisciplinary learning.

  4. Visual analytics, electronic health records, in...

    van der Linden, S., Sevastjanova, R., Funk, M., & El-Assady, M. (2023). MediCoSpace: Visual Decision-Support for Doctor-Patient Consultations using Medical Concept Spaces from EHRs. ACM Transactions on Management Information Systems, 14(2).

    Abstract BibTeX Link to publication 
    @article{d19bb3fe3ad342cc82202806210696aa,
  title = {MediCoSpace: Visual Decision-Support for Doctor-Patient Consultations using Medical Concept Spaces from EHRs},
  keywords = {Visual analytics, electronic health records, interaction design, natural language processing},
  author = {{van der Linden}, S. and Sevastjanova, Rita and Funk, Mathias and El-Assady, Mennatallah},
  year = {2023},
  month = jun,
  doi = {10.1145/3564275},
  language = {English},
  volume = {14},
  journal = {ACM Transactions on Management Information Systems},
  issn = {2158-656X},
  publisher = {Association for Computing Machinery, Inc},
  number = {2}
}
    Healthcare systems are under pressure from an aging population, rising costs, and increasingly complex conditions and treatments. Although data are determined to play a bigger role in how doctors diagnose and prescribe treatments, they struggle due to a lack of time and an abundance of structured and unstructured information. To address this challenge, we introduce MediCoSpace, a visual decision-support tool for more efficient doctor-patient consultations. The tool links patient reports to past and present diagnoses, diseases, drugs, and treatments, both for the current patient and other patients in comparable situations. MediCoSpace uses textual medical data, deep-learning supported text analysis and concept spaces to facilitate a visual discovery process. The tool is evaluated by five medical doctors. The results show that MediCoSpace facilitates a promising, yet complex way to discover unlikely relations and thus suggests a path toward the development of interactive visual tools to provide physicians with more holistic diagnoses and personalized, dynamic treatments for patients.

  5. AI Image Generation, Co-Creation Tool, Design P...

    Verheijden, M. P., & Funk, M. (2023, April 19). Collaborative Diffusion: Boosting Designerly Co-Creation with Generative AI. CHI 2023 - Extended Abstracts of the 2023 CHI Conference on Human Factors in Computing Systems.

    URL Abstract BibTeX Link to publication 
    @inproceedings{ee9b67c2309b454e92132a884432fc27,
  title = {Collaborative Diffusion: Boosting Designerly Co-Creation with Generative AI},
  keywords = {AI Image Generation, Co-Creation Tool, Design Process, Generative AI, Human-AI Collaboration},
  author = {Verheijden, {Mathias Peter} and Funk, Mathias},
  note = {Publisher Copyright: {\textcopyright} 2023 Owner/Author.; 2023 CHI Conference on Human Factors in Computing Systems, CHI 2023, CHI 2023 ; Conference date: 23-04-2023 Through 28-04-2023},
  year = {2023},
  month = apr,
  day = {19},
  doi = {10.1145/3544549.3585680},
  language = {English},
  booktitle = {CHI 2023 - Extended Abstracts of the 2023 CHI Conference on Human Factors in Computing Systems},
  publisher = {Association for Computing Machinery, Inc},
  address = {United States},
  url = {https://chi2023.acm.org}
}
    Visual communication in collaborative design provides common ground and a tangible trace of thoughts. Yet, it is often underused due to a lack of visualization skills and time needed to sketch and detail. Current visual co-creation tools can support this with existing images, whereas generative AI can produce entirely new images from textual prompts, allowing for highly specific, personalized results. In this paper, we explore how AI image generation can be used to enhance inspiration and communication throughout collaborative design. We introduce BrainFax, a tool that facilitates generating, editing, and sharing images with AI through a chat bot and online whiteboard. Through co-creation with designers in the field, we found that AI image generation can boost designerly co-creation, yet needs careful embedding into a workflow to leverage inspirational and communicative creations. We close with a critical perspective on the implications of this technology for design and discuss limitations and future work.

  6. Data Narratives, Human-Data Interaction, Materi...

    Lee-Smith, M. L., Benjamin, J. J., Desjardins, A., Funk, M., Odom, W., Oogjes, D., Park, Y. W., Pierce, J., Sanches, P., & Tsaknaki, V. (2023, April 19). Data as a Material for Design: Alternative Narratives, Divergent Pathways, and Future Directions. CHI 2023 - Extended Abstracts of the 2023 CHI Conference on Human Factors in Computing Systems.

    URL Abstract BibTeX Link to publication 
    @inproceedings{58f46cad21df4744be0118eda9b5a8ab,
  title = {Data as a Material for Design: Alternative Narratives, Divergent Pathways, and Future Directions},
  keywords = {Data Narratives, Human-Data Interaction, Material for Design, Research through Design},
  author = {Lee-Smith, {Matthew L.} and Benjamin, {Jesse Josua} and Desjardins, Audrey and Funk, Mathias and Odom, William and Oogjes, Doenja and Park, {Young Woo} and Pierce, James and Sanches, Pedro and Tsaknaki, Vasiliki},
  note = {Funding Information: The authors would like to recognize and thank the following funding bodies who have supported the work of this workshop: the EPSRC Centre for Doctoral Training in Embedded Intelligence (EP/L014998/1), the Natural Sciences and Engineering Research Council of Canada, the Social Sciences and Humanities Research Council of Canada, the National Science Foundation (#1910218, #1947696, #2142795, and #2230825) and the Wallenberg AI, Autonomous Systems and Software Program – Humanities and Society (WASP-HS) which is funded by the Marianne and Marcus Wallenberg Foundation. Publisher Copyright: {\textcopyright} 2023 Owner/Author.; 2023 CHI Conference on Human Factors in Computing Systems, CHI 2023, CHI 2023 ; Conference date: 23-04-2023 Through 28-04-2023},
  year = {2023},
  month = apr,
  day = {19},
  doi = {10.1145/3544549.3573817},
  language = {English},
  booktitle = {CHI 2023 - Extended Abstracts of the 2023 CHI Conference on Human Factors in Computing Systems},
  publisher = {Association for Computing Machinery, Inc},
  address = {United States},
  url = {https://chi2023.acm.org}
}
    This one-day workshop will bring together a diverse group of practitioners and researchers within the CHI community to discuss and explore data’s increasing use as a material for design. This workshop encourages the submission of design exemplars, i.e., physical or digital works (in progress), design processes, or provocative or controversial pieces on the topic of data as a design material. If we are to continue to explore what data means as a design material and how we will continue to co-exist with them in our everyday lives through new and exciting ways and means, we must develop new strategies, tactics, tools, and outcomes. By bringing together products, processes, and provocations, this workshop will nurture and extend the continuation of research inquiring into data as a design material in its many forms. Our workshop will be conducted through physical and digital activities before, during, and after the onsite event at CHI 2023.

  7. behavior, context, data design, experience, pro...

    Lovei, P., Noortman, R., Raviselvam, S., & Funk, M. (2023, April 19). Experience Data-enabled Design! CHI 2023 - Extended Abstracts of the 2023 CHI Conference on Human Factors in Computing Systems.

    URL Abstract BibTeX Link to publication 
    @inproceedings{d3733bbbbe3e4cf28261d173ef770a49,
  title = {Experience Data-enabled Design!},
  keywords = {behavior, context, data design, experience, prototyping, situated explorations},
  author = {Lovei, Peter and Noortman, Renee and Raviselvam, Sujithra and Funk, Mathias},
  note = {Publisher Copyright: {\textcopyright} 2023 Owner/Author.; 2023 CHI Conference on Human Factors in Computing Systems, CHI 2023, CHI 2023 ; Conference date: 23-04-2023 Through 28-04-2023},
  year = {2023},
  month = apr,
  day = {19},
  doi = {10.1145/3544549.3574175},
  language = {English},
  booktitle = {CHI 2023 - Extended Abstracts of the 2023 CHI Conference on Human Factors in Computing Systems},
  publisher = {Association for Computing Machinery, Inc},
  address = {United States},
  url = {https://chi2023.acm.org}
}
    During the Experience Data-enabled Design! (DED) course attendees will learn about designing for intelligent ecosystems while using data as a creative material. After a brief introduction of the method, and (industrial) cases the participants will collect their data from the context of the conference using personalized design probes. This course offers a careful balance between hands-on work and DED theory. The learning outcomes focus on topics of (physical) prototyping, (remote) data collection and analysis, using data as a creative material, and designing remote interventions.

  8. Behavioral Data, Data-Centric Design;, Human-Ce...

    Gomez Ortega, A., Lovei, P., Noortman, R., Toebosch, R., Bowyer, A., Kurze, A., Funk, M., Gould, S. J. J., Huron, S., & Bourgeois, J. (2023, April 19). SIG on Data as Human-Centered Design Material. CHI 2023 - Extended Abstracts of the 2023 CHI Conference on Human Factors in Computing Systems.

    URL Abstract BibTeX Link to publication 
    @inproceedings{640414c7dc7c43878738633f4308af92,
  title = {SIG on Data as Human-Centered Design Material},
  keywords = {Behavioral Data, Data-Centric Design;, Human-Centered Design, Participatory Design},
  author = {{Gomez Ortega}, Alejandra and Lovei, Peter and Noortman, Renee and Toebosch, Romain and Bowyer, Alex and Kurze, Albrecht and Funk, Mathias and Gould, {Sandy J.J.} and Huron, Samuel and Bourgeois, Jacky},
  note = {Publisher Copyright: {\textcopyright} 2023 Owner/Author.; 2023 CHI Conference on Human Factors in Computing Systems, CHI 2023, CHI 2023 ; Conference date: 23-04-2023 Through 28-04-2023},
  year = {2023},
  month = apr,
  day = {19},
  doi = {10.1145/3544549.3583180},
  language = {English},
  booktitle = {CHI 2023 - Extended Abstracts of the 2023 CHI Conference on Human Factors in Computing Systems},
  publisher = {Association for Computing Machinery, Inc},
  address = {United States},
  url = {https://chi2023.acm.org}
}
    Behavioral data is ubiquitous in products, services, and systems that people interact with. It is increasingly used by design and HCI researchers and practitioners throughout their human-centered and participatory design processes. The highly dynamic nature of behavioral data makes it deeply intertwined with people, their behavior, and their experiences. Thus, it presents unique opportunities and challenges. This Special Interest Group will provide a space to reflect and discuss effective and responsible ways to engage with behavioral data in human-centered design processes. We will explore questions about the types and scale of data used, the contexts in which data is embedded and applied, the methods we rely on, and the forms of engagement of the multiple stakeholders. In doing so, our goal is to collaboratively develop a research agenda, setting the scope for an annual, international symposium on Data-Centric Design.

2022

  1. Design Ethnography, Field Study, Privacy Design...

    Cheng, Y.-T., Funk, M., Liang, R.-H., & Chen, L.-L. (2022). Seeing Through Things: Exploring the Design Space of Privacy-Aware Data-Enabled Objects. ACM Transactions on Computer-Human Interaction.

    Abstract BibTeX Link to publication 
    @article{4dcaae536b68432caf409fec74f7f670,
  title = {Seeing Through Things: Exploring the Design Space of Privacy-Aware Data-Enabled Objects},
  keywords = {Design Ethnography, Field Study, Privacy Design, Research Products, Data-Enabled Objects, Design Space Exploration},
  author = {Cheng, Yu-Ting and Funk, Mathias and Liang, Rung-Huei and Chen, Lin-Lin},
  year = {2022},
  month = dec,
  day = {20},
  doi = {10.1145/3577012},
  language = {English},
  journal = {ACM Transactions on Computer-Human Interaction},
  issn = {1073-0516},
  publisher = {Association for Computing Machinery, Inc}
}
    Increasing amounts of sensor-augmented research objects have been used in design research. We call these objects Data-Enabled Objects, which can be integrated into daily activities capturing data about people’s detailed whereabouts, behaviours and routines. These objects provide data perspectives on everyday life for contextual design research. However, data-enabled objects are still computational devices with limited privacy awareness and nuanced data sharing. To better design data-enabled objects, we explore privacy design spaces by inviting 18 teams of undergraduate design students to re-design the same type of sensor-enabled home research camera. We developed the Connected Peekaboo Toolkit (CPT) to support the design teams in designing, building, and directly deploying their prototypes in real home studies. We conducted Thematic Analysis to analyse their outcomes which led us to interpret that privacy is not just an obstacle but can be a driver by unfolding an exploration of possible design spaces for data-enabled objects.

  2. behavior, context, data design, experience, pro...

    Lovei, P., Noortman, R., Raviselvam, S., & Funk, M. (2022, October 8). Introduction to Data-Enabled Design. Participative Computing for Sustainable Futures - Adjunct Proceedings of the 12th Nordic Conference on Human-Computer Interaction, NordiCHI 2022.

    Abstract BibTeX Link to publication 
    @inproceedings{87645be951e94ab1a0af819c23cb40d7,
  title = {Introduction to Data-Enabled Design},
  keywords = {behavior, context, data design, experience, prototyping, situated explorations},
  author = {Lovei, Peter and Noortman, Renee and Raviselvam, Sujithra and Funk, Mathias},
  note = {Publisher Copyright: {\textcopyright} 2022 ACM.; 12th Nordic Conference on Human-Computer Interaction: Participative Computing for Sustainable Futures, NordiCHI 2022, NordiCHI 2022 ; Conference date: 08-10-2022 Through 12-10-2022},
  year = {2022},
  month = oct,
  day = {8},
  doi = {10.1145/3547522.3558899},
  language = {English},
  series = {ACM International Conference Proceeding Series},
  publisher = {Association for Computing Machinery, Inc},
  booktitle = {Participative Computing for Sustainable Futures - Adjunct Proceedings of the 12th Nordic Conference on Human-Computer Interaction, NordiCHI 2022},
  address = {United States}
}
    During the Introduction to Data-Enabled Design (DED) tutorial attendees learn about designing for intelligent ecosystems while using data as a creative material. We will take the tutorial participants through both major steps, contextual and informed, of this method by means of data collected by the attendees at the conference. This tutorial offers a careful balance between hands-on work and DED theory. The learning outcomes focus on topics of (physical) prototyping, (remote) data collection and analysis, using data as a creative material, and designing remote interventions and propositions.

  3. Children interaction, Interaction design, Inter...

    Zhang, Y., & Funk, M. (2022, October 8). KIDKIT: A System of Connected Components for Playful Exploration. Participative Computing for Sustainable Futures - Adjunct Proceedings of the 12th Nordic Conference on Human-Computer Interaction, NordiCHI 2022.

    Abstract BibTeX Link to publication 
    @inproceedings{f2f414b8dac04909aac39560ab7ef114,
  title = {KIDKIT: A System of Connected Components for Playful Exploration},
  keywords = {Children interaction, Interaction design, Interactive connected experiences, IoT system},
  author = {Zhang, Yu and Funk, Mathias},
  note = {Publisher Copyright: {\textcopyright} 2022 Owner/Author.; 12th Nordic Conference on Human-Computer Interaction: Participative Computing for Sustainable Futures, NordiCHI 2022, NordiCHI 2022 ; Conference date: 08-10-2022 Through 12-10-2022},
  year = {2022},
  month = oct,
  day = {8},
  doi = {10.1145/3547522.3547712},
  language = {English},
  series = {ACM International Conference Proceeding Series},
  publisher = {Association for Computing Machinery, Inc},
  booktitle = {Participative Computing for Sustainable Futures - Adjunct Proceedings of the 12th Nordic Conference on Human-Computer Interaction, NordiCHI 2022},
  address = {United States}
}
    KIDKIT is an interactive system of four components equipped with actuators, sensors, and digital interfaces to feature a connected, dynamic, and expressive experience, and allow for low-threshold exploration of systemic connectivity. We designed the installation for young visitors at a local Maker Faire with the intention of gaining insights into children’s approach to and understanding of a novel, complex connected system in an informal, unguided learning setting. This demonstration presents the design of KIDKIT’s theme, components, supporting technologies, interaction behaviors, and concludes with a discussion and future possibilities.

  4. Data-enabled design, design thinking, design ed...

    Noortman, R. R., Lövei, P., & Funk, M. (2022). Teaching Data-Enabled Design: Student-led Data Collection in Design Education. Proceedings of the 8th International Conference on Higher Education Advances (HEAd’22), 223–230. http://dx.doi.org/10.4995/HEAd22.2022.14583

    Abstract BibTeX Link to publication 
    @inproceedings{d4f2545f4c684fa8bccfe6f2ef2b4b68,
  title = {Teaching Data-Enabled Design: Student-led Data Collection in Design Education},
  keywords = {Data-enabled design, design thinking, design education, data design, data design.},
  author = {Noortman, {Renee R.} and L{\"o}vei, Peter and Funk, Mathias},
  year = {2022},
  month = jun,
  day = {14},
  doi = {http://dx.doi.org/10.4995/HEAd22.2022.14583},
  language = {English},
  pages = {223--230},
  booktitle = {Proceedings of the 8th International Conference on Higher Education Advances (HEAd{\textquoteright}22)}
}
    As design practice becomes increasingly connected, designers are increasingly engaging with data practices in their day-to-day work. To facilitate this practice, design education needs to embrace data design. In this paper, we introduce a Master-level elective course around the Data-enabled Design methodology. This challenge-based learning activity aims to teach how to use data as a creative material while addressing real-life design challenges from selected industrial partners. In this article, we demonstrate how our master students learn how to prototype, conduct data-enabled interviews, adapt their prototypes, and introduce design interventions via a multi-step approach, leveraging their growing knowledge and skills around contextual data. We share how we use a strong collaboration with our industrial partners and a predefined data infrastructure to help our students use data for sharing valid research findings and presenting experiential interventions.

  5. clinical context, clinical innovation, data-ena...

    Noortman, R. R., Lövei, P., Funk, M., Deckers, E. J. L., Wensveen, S. A. G., & Eggen, J. H. (B. (2022). Breaking up data-enabled design: expanding and scaling up for the clinical context. Artificial Intelligence for Engineering Design, Analysis and Manufacturing, 36(1), 1–13.

    Abstract BibTeX Link to publication 
    @article{406ce26641a04224bc15ab6a3cd7d4d5,
  title = {Breaking up data-enabled design: expanding and scaling up for the clinical context},
  keywords = {clinical context, clinical innovation, data-enabled design, design automation},
  author = {Noortman, {Renee R.} and L{\"o}vei, Peter and Funk, Mathias and Deckers, E.J.L. and Wensveen, {Stephan A.G.} and Eggen, {J.H. (Berry)}},
  year = {2022},
  month = may,
  day = {19},
  doi = {10.1017/S0890060421000433},
  language = {English},
  volume = {36},
  pages = {1--13},
  journal = {Artificial Intelligence for Engineering Design, Analysis and Manufacturing},
  issn = {0890-0604},
  publisher = {Cambridge University Press},
  number = {1}
}
    Data-enabled design (DED) is a promising new methodology for designing with users from within their own context in an iterative and hands-on fashion. However, the agile and flexible qualities of the methodology do not directly translate to every context. In this article, we reflect on the design process of an intelligent ecosystem, called ORBIT, and a proposed eval- uative study planned with it. This was part of a DED project in collaboration with a medical hospital to study the post-operative behavior in the (remote) context of bariatric patients. The design and preparation of this project and the process towards an eventual study rejection from the medical ethical committee (METC) provide rich insights into (1) what it means to conduct DED research in a clinical context, and (2) where the boundaries of the method might lie in this specific application area. We highlight insights from carefully designing the substantial infrastructure for the study, and how different aspects of DED translated less easily to the clinical context. We analyze the proposed study setup through the lenses of several modifications we made to DED and further reflect on how to expand and scale up the methodology and adapt the process for the clinical context.

  6. data design, prototyping, context, experience, ...

    Lovei, P., Noortman, R., & Funk, M. (2022, May 2). Introduction to Data-Enabled Design. CHI 2022 - Extended Abstracts of the 2022 CHI Conference on Human Factors in Computing Systems.

    Abstract BibTeX Link to publication 
    @inproceedings{feebcd616d844a94801d74804fadc326,
  title = {Introduction to Data-Enabled Design},
  keywords = {data design, prototyping, context, experience, behavior, situated explorations, behavior, context, data design, experience, prototyping, situated explorations},
  author = {Lovei, Peter and Noortman, Renee and Funk, Mathias},
  year = {2022},
  month = may,
  day = {2},
  doi = {10.1145/3491101.3503749},
  language = {English},
  isbn = {9781450391566},
  booktitle = {CHI 2022 - Extended Abstracts of the 2022 CHI Conference on Human Factors in Computing Systems},
  publisher = {Association for Computing Machinery, Inc},
  address = {United States}
}
    During the Introduction to Data-Enabled Design (DED) course attendees will learn about designing for intelligent ecosystems while using data as a creative material. We will take the course participants through both major steps, contextual and informed, of this method by means of data collected (upfront) from the attendee’s personal context. This course offers a careful balance between hands-on work and DED theory. The learning outcomes focus on topics of (physical) prototyping, (remote) data collection and analysis, using data as a creative material, and designing remote interventions.

  7. content creation, clinical collaboration, lifes...

    Noortman, R., Lovei, P., & Funk, M. (2022, April 27). Caring about Content about Care: Building Quality Content with Clinicians. CHI 2022 - Extended Abstracts of the 2022 CHI Conference on Human Factors in Computing Systems.

    Abstract BibTeX Link to publication 
    @inproceedings{6114b1fcc7a34fa28eec311edc506884,
  title = {Caring about Content about Care: Building Quality Content with Clinicians},
  keywords = {content creation, clinical collaboration, lifestyle coaching, clinical collaboration, content creation, lifestyle coaching},
  author = {Noortman, Renee and Lovei, Peter and Funk, Mathias},
  year = {2022},
  month = apr,
  day = {27},
  doi = {10.1145/3491101.3519634},
  language = {English},
  isbn = {9781450391566},
  booktitle = {CHI 2022 - Extended Abstracts of the 2022 CHI Conference on Human Factors in Computing Systems},
  publisher = {Association for Computing Machinery, Inc},
  address = {United States}
}
    Medical care outside the doctor’s office and the hospital is gaining traction. Lifestyle programs for transmural and remote care are everywhere, facilitated by hospitals as part of rehabilitation, by general practitioners as preventative measures, and more and more commonly, by various private (health) organizations through app stores. What might often be overlooked is the time and energy that is spent on the creation of the content in these programs. In this article, we discuss the elaborate content creation process of lifestyle content for an outpatient clinic for patients scheduled for an ablation surgery. We describe the close collaboration between the clinicians and our design research team, and reflect on how to streamline and formalize this process.

  8. Privacy Paradox, Privacy UX, Privacy by Design,...

    Nelissen, L. G. M., & Funk, M. (2022). Rationalizing Dark Patterns: Examining the Process of Designing Privacy UX Through Speculative Enactments. International Journal of Design, 16(1), 75–92.

    Abstract BibTeX Link to publication 
    @article{5d6028eb00de471da1b24bd7cb24f7a3,
  title = {Rationalizing Dark Patterns: Examining the Process of Designing Privacy UX Through Speculative Enactments},
  keywords = {Privacy Paradox, Privacy UX, Privacy by Design, Speculative Enactments, UX Ethics and Law, User Interfaces},
  author = {Nelissen, L.G.M. and Funk, Mathias},
  year = {2022},
  month = apr,
  day = {1},
  doi = {10.57698/v16i1.05},
  language = {English},
  volume = {16},
  pages = {75--92},
  journal = {International Journal of Design},
  issn = {1991-3761},
  publisher = {National Taiwan University of Science and Technology},
  number = {1}
}
    Connected products and applications increasingly leverage users’ personal data in their core functions. Designing privacy-sensitive interfaces for such data-related applications is a delicate craft. There is often tension between designers and changing user perceptions of privacy, data monetization, legal requirements, and organizational power structures, often resulting in designer complicity in privacy violations. This work examines the process of designing privacy-oriented interfaces in terms of compliance, ethics, and creativity, and specifically how designers weigh competing interests in resolving an ethical conflict. We study this through a speculative enactment, ChoiceBox, in which 33 design students and professional designers explore UX design through a privacy lens with a series of fictional clients. The resulting interviews and wireframes are analyzed for Privacy UX insights. The results show a limited awareness of how legal principles affect design practice, and how some designers easily violated boundaries in terms of ethics—even their own. We show how designers are not immune to enacting and rationalizing dark patterns of Privacy UX, and how speculative enactments can be a tool to foreground crucial issues of friction and ambiguity regarding end-user privacy and data protection in design education and practice.

  9. Interaction Design, IoT Sandbox, Systemic Openness

    Frens, J., & Funk, M. (2022, February 13). Engaging with the IoT Sandbox-Designing with Systemic Openness. TEI 2022 - Proceedings of the 16th International Conference on Tangible, Embedded, and Embodied Interaction.

    Abstract BibTeX Link to publication 
    @inproceedings{984e0942612343ada7aa6c1d89608928,
  title = {Engaging with the IoT Sandbox-Designing with Systemic Openness},
  keywords = {Interaction Design, IoT Sandbox, Systemic Openness},
  author = {Frens, Joep and Funk, Mathias},
  note = {Publisher Copyright: {\textcopyright} 2022 Owner/Author.; 16th International Conference on Tangible, Embedded, and Embodied Interaction, TEI 2022 ; Conference date: 13-02-2022 Through 16-02-2022},
  year = {2022},
  month = feb,
  day = {13},
  doi = {10.1145/3490149.3503664},
  language = {English},
  series = {ACM International Conference Proceeding Series},
  publisher = {Association for Computing Machinery, Inc},
  booktitle = {TEI 2022 - Proceedings of the 16th International Conference on Tangible, Embedded, and Embodied Interaction},
  address = {United States}
}
    This studio revolves around designing with systemic openness and introduces the IoT Sandbox as a tool to design with systemic openness through multi-Activity and multi-person scenarios. The studio knows three learning goals: (1) how to characterize and facilitate a design challenge with systemic openness, (2) how to design with multi-Activity and multi-person scenarios, and (3) how to design for diverse interaction styles in a systems context. In a hands-on manner the fundamental concepts and challenges are introduced and experienced through a series of short design sprints. The studio ends with a reflective discussion on the propositions created by the participants, in relation to the learning goals as well as the studio and the IoT Sandbox platform.

2021

  1. Data-enabled design, Designing for sleep, Human...

    Lovei, P., Deckers, E., Funk, M., & Wensveen, S. (2021). Field Lab Sleep and Energy: A System for Longitudinal Remote Sleep Tracking and Prototyping. In R.-H. Liang, A. Chiumento, P. Pawełczak, & M. Funk (Eds.), CHIIOT 2021. CEUR-WS.org.

    Abstract BibTeX 
    @inproceedings{a49210559d904534b848011ecf42d247,
  title = {Field Lab Sleep and Energy: A System for Longitudinal Remote Sleep Tracking and Prototyping},
  keywords = {Data-enabled design, Designing for sleep, Human-IoT experiences, Longitudinal design research, Prototyping},
  author = {Lovei, Peter and Deckers, Eva and Funk, Mathias and Wensveen, Stephan},
  note = {Funding Information: The authors would like to thank Anne Wil Burghoorn, Melanie Meyfroyt, Erwin Hoogerwoord, Thomas Visser and the rest of the colleagues working on this project. We also would like to thank the participants of the Field Lab Sleep and Energy study. Publisher Copyright: Copyright {\textcopyright} 2021 for this paper by its authors. Use permitted under Creative Commons License Attribution 4.0 International (CC BY 4.0).; 2021 Workshops on Computer Human Interaction in IoT Applications, CHIIoT 2021 ; Conference date: 08-06-2021},
  year = {2021},
  month = nov,
  day = {11},
  language = {English},
  series = {CEUR Workshop Proceedings},
  publisher = {CEUR-WS.org},
  editor = {Liang, Rong-Hao and Chiumento, Alessandro and Pawe{\l}czak, Przemys{\l}aw and Funk, Mathias},
  booktitle = {CHIIOT 2021}
}
    There is both clinical and consumer interest in remote sleep tracking technologies. Sleep is interesting to be observed remotely, in a (smart) home environment. For longitudinal design research we needed to collect data for a longer period of time. Therefore, using the Data-Enabled Design process we built Field Lab Sleep and Energy. We conducted a user study for a period of one year using this system. Using the system the team could gather, store, process, visualize and analyze the incoming behavioral, experiential and contextual data. We built and embedded a communication platform in the system aiming to prototype human-IoT experiences. The RelaxBreathe program was one of these prototyped and tested human-IoT experiences. This positioning paper introduces Field Lab Sleep and Energy, the RelaxBreathe program case study and the findings of the team.

  2. Design, Group music improvisation, Internet of ...

    Hengeveld, B. J., & Funk, M. (2021). Designing Group Music Improvisation Systems: A Decade of Design Research in Education. International Journal of Design, 15(2), 69–81.

    Abstract BibTeX 
    @article{f57888b62020445cbc8ff0fca9a53882,
  title = {Designing Group Music Improvisation Systems: A Decade of Design Research in Education},
  keywords = {Design, Group music improvisation, Internet of things, Systems design},
  author = {Hengeveld, {Bart J.} and Funk, Mathias},
  year = {2021},
  month = aug,
  day = {1},
  language = {English},
  volume = {15},
  pages = {69--81},
  journal = {International Journal of Design},
  issn = {1991-3761},
  publisher = {National Taiwan University of Science and Technology},
  number = {2}
}
    In this article we discuss Designing Group Music Improvisation Systems (DGMIS), a design education activity that investigates the contemporary challenge design is facing when we go beyond single-user single-artefact interactions. DGMIS examines how to design for systems of interdependent artefacts and human actors, from the perspective of improvised music. We have explored this challenge in design research and education for over a decade in different Industrial Design education contexts, at various geographic locations, in several formats. In this article we describe our experiences and discuss our general observations, corrective measures, and lessons we learned for (teaching) the design of novel, interactive, systemic products.

  3. design inquiry, everyday life, forecasting, lea...

    Viaene, E., Kuijer, L., & Funk, M. (2021). Learning Systems versus Future Everyday Domestic Life: A Designer’s Interpretation of Social Practice Imaginaries. Frontiers in Artificial Intelligence , 4.

    Abstract BibTeX Link to publication 
    @article{77a1669f6430413ab9a6a3a781c24961,
  title = {Learning Systems versus Future Everyday Domestic Life: A Designer{\textquoteright}s Interpretation of Social Practice Imaginaries},
  keywords = {design inquiry, everyday life, forecasting, learning systems, smart home technologies, social practice imaginaries, social practices},
  author = {Viaene, Emilia and Kuijer, Lenneke and Funk, Mathias},
  note = {Publisher Copyright: {\textcopyright} Copyright {\textcopyright} 2021 Viaene, Kuijer and Funk.},
  year = {2021},
  month = jul,
  day = {30},
  doi = {10.3389/frai.2021.707562},
  language = {English},
  volume = {4},
  journal = {Frontiers in Artificial Intelligence },
  issn = {2624-8212},
  publisher = {Frontiers Media S.A.}
}
    Smart home technologies with the ability to learn over time promise to adjust their actions to inhabitants’ unique preferences and circumstances. For example, by learning to anticipate their routines. However, these promises show frictions with the reality of everyday life, which is characterized by its complexity and unpredictability. These systems and their design can thus benefit from meaningful ways of eliciting reflections on potential challenges for integrating learning systems into everyday domestic contexts, both for the inhabitants of the home as for the technologies and their designers. For example, is there a risk that inhabitants’ everyday lives will reshape to accommodate the learning system’s preference for predictability and measurability? To this end, in this paper we build a designer’s interpretation on the Social Practice Imaginaries method as developed by Strengers et al. to create a set of diverse, plausible imaginaries for the year 2030. As a basis for these imaginaries, we have selected three social practices in a domestic context: waking up, doing groceries, and heating/cooling the home. For each practice, we create one imaginary in which the inhabitants’ routine is flawlessly supported by the learning system and one that features everyday crises of that routine. The resulting social practice imaginaries are then viewed through the perspective of the inhabitant, the learning system, and the designer. In doing so, we aim to enable designers and design researchers to uncover a diverse and dynamic set of implications the integration of these systems in everyday life pose.

  4. HCI, Internet of Things (IoT), Ubiquitous Compu...

    Liang, R. H., Chiumento, A., Zuniga, M., Pawelczak, P., Funk, M., Chuang, Y., & Frens, J. (2021). CHIIoT 2: 2nd Workshop on Computer Human Interaction in IoT Applications. EICS 2021 - Companion of the 2021 ACM SIGCHI Symposium on Engineering Interactive Computing Systems, 77–80.

    Abstract BibTeX Link to publication 
    @inproceedings{92b7c8e436a847f1a649a9fa2f662093,
  title = {CHIIoT 2: 2nd Workshop on Computer Human Interaction in IoT Applications},
  keywords = {HCI, Internet of Things (IoT), Ubiquitous Computing, User Experience},
  author = {Liang, {Rong Hao} and Chiumento, Alessandro and Zuniga, Marco and Pawelczak, Przemyslaw and Funk, Mathias and Chuang, Yaliang and Frens, Joep},
  note = {Publisher Copyright: {\textcopyright} 2021 Owner/Author.; 13th ACM SIGCHI Symposium on Engineering Interactive Computing Systems, EICS 2021 ; Conference date: 08-06-2021 Through 11-06-2021},
  year = {2021},
  month = jun,
  day = {8},
  doi = {10.1145/3459926.3464759},
  language = {English},
  pages = {77--80},
  booktitle = {EICS 2021 - Companion of the 2021 ACM SIGCHI Symposium on Engineering Interactive Computing Systems},
  publisher = {Association for Computing Machinery, Inc},
  address = {United States}
}
    The CHIIoT workshop series brings together researchers and practitioners from human-computer interaction (HCI) design, computer science, and electrical engineering working on new challenges in industry and academia. In EICS 2021, This workshop will provide a platform for participants to review and discuss challenges and opportunities in the intersection of computer-human interaction and the internet of things, focusing on human-centered applications using emerging connectivity and sensing technologies. We aim to jointly develop a design space and identify opportunities for future research.

  5. Pastische scenarios, Design Fiction, Speculativ...

    Noortman, R. R., Funk, M., Andersen, K., & Eggen, B. (2021). What Would Margaret Atwood Do? Designing for Ustopia in HCI. Academic Mindtrek 2021 - Proceedings of the 24th International Academic Mindtrek Conference, 72–80.

    Abstract BibTeX Link to publication 
    @inproceedings{8b5a90fff7884b129cc7cb42470eff14,
  title = {What Would Margaret Atwood Do? Designing for Ustopia in HCI},
  keywords = {Pastische scenarios, Design Fiction, Speculative Design, Speculative Fiction, Margaret Atwood, Pastiche scenarios},
  author = {Noortman, {Renee R.} and Funk, Mathias and Andersen, Kristina and Eggen, Berry},
  year = {2021},
  month = jun,
  day = {1},
  doi = {10.1145/3464327.3464344},
  language = {English},
  series = {ACM International Conference Proceeding Series},
  publisher = {Association for Computing Machinery, Inc},
  pages = {72--80},
  booktitle = {Academic Mindtrek 2021 - Proceedings of the 24th International Academic Mindtrek Conference},
  address = {United States}
}
    Utopia and dystopia can be seen to exist within each other. What is a desirable future for one might put someone else in an uncomfortable or conflicted position. Speculative design serves as a tool to let people experience situations through different perspectives of criticality. This paper argues to use speculative methodologies to design for Ustopia. We consider different perspectives from Margaret Atwood’s novels “The Handmaid’s Tale” and “The Testaments”, and use these to define different critical perspectives that speculative design and speculative designers could take to pave the way to Ustopia. We present pastiche scenarios to illustrate how the perspectives could be applied to a transition that impacts all of us: the introduction of the COVID-19 vaccines. We use these pastiche scenarios and related work from the field of speculative design as examples to illustrate how the different perspectives might be integrated into one speculative experience. We propose that Ustopia can be used to harness and encompass such complexity.

  6. Interactive systems, Model-based design of user...

    Funk, M., Liang, J. (R.-H., Palanque, P., Hu, J., & Markopoulos, P. (2021). Designing and Engineering Interactive Computing Systems. Proceedings of the ACM on Human-Computer Interaction, 5(EICS).

    URL Abstract BibTeX Link to publication 
    @article{f54d977cf14a4554b6228b3a3a90ece2,
  title = {Designing and Engineering Interactive Computing Systems},
  keywords = {Interactive systems, Model-based design of user interfaces, Model-driven Engineering, Software Engineering, User Interfaces, Design, Formal methods, Verification and Validation, user interfaces, model-based design of user interfaces, model-driven engineering, design, formal methods, interactive systems, software engineering, verification and validation},
  author = {Funk, Mathias and Liang, {J. (Rong-Hao)} and Palanque, Philippe and Hu, Jun and Markopoulos, Panos},
  year = {2021},
  month = jun,
  doi = {10.1145/3457140},
  language = {English},
  volume = {5},
  journal = {Proceedings of the ACM on Human-Computer Interaction},
  issn = {2573-0142},
  publisher = {Association for Computing Machinery, Inc},
  number = {EICS},
  note = {The 13th ACM SIGCHI Symposium on Engineering Interactive Computing Systems, EICS 2021 ; Conference date: 08-06-2021 Through 11-06-2021},
  url = {https://eics.acm.org/eics2021/}
}
    This issue of the Proceedings of the ACM on Human-Computer Interaction features contributions in the intersection of human-computer interaction and software engineering, with further disciplines blending into a rich set of scientific works. 2021 is the first time the annual conference on Engineering Interactive Computing Systems (EICS) is hosted in the Netherlands and in the context of an Industrial Design department. We take this opportunity to focus on the relations and influence of the design discipline on the work of the EICS community. This resulted in a new set of topics for EICS, which were already partly reflected in the many submissions we received in three extensive review rounds throughout 2020 and the beginning of 2021. In this editorial we offer a perspective on what EICS is not yet, looking at the inclusion of and interplay with design as a related discipline.

  7. deployment, E-COmate, eco-feedback, food sustai...

    Lim, V., Bartram, L., Funk, M., & Rauterberg, M. (2021). Eco-Feedback for Food Waste Reduction in a Student Residence. Frontiers in Sustainable Food Systems, 5.

    Abstract BibTeX Link to publication 
    @article{3f11dedccadb40b4b65f080015cf9927,
  title = {Eco-Feedback for Food Waste Reduction in a Student Residence},
  keywords = {deployment, E-COmate, eco-feedback, food sustainability, food waste, mixed methods, observation study, persuasive design},
  author = {Lim, Veranika and Bartram, Lyn and Funk, Mathias and Rauterberg, Matthias},
  note = {Funding Information: This work was supported by the Victory in Europe Scholarship granted by The Irving K. Barber British Columbia Scholarship Society. This work was supported in part also by the Erasmus Mundus Joint Doctorate in Interactive and Cognitive Environments (ICE), which was funded by the EACEA Agency of the European Commission under EMJD ICE FPA n 2010-0012. The funders were not involved in the study design, collection, analysis, interpretation of data, the writing of this article or the decision to submit it for publication. Funding Information: We greatly thank Erik Pietersma and Geert van den Boomen from Eindhoven University of Technology for developing the bin-scale system. We thank Rachel Telling and her team at the Simon-Fraser University?Sustainability Office for the collaboration and support throughout the study. We are also grateful to all janitors and students for the accessibility and invaluable feedback. To protect participants' privacy, all names in this article are pseudonyms. This article contains content derived from the first author's dissertation (Lim, 2017). Funding. This work was supported by the Victory in Europe Scholarship granted by The Irving K. Barber British Columbia Scholarship Society. This work was supported in part also by the Erasmus Mundus Joint Doctorate in Interactive and Cognitive Environments (ICE), which was funded by the EACEA Agency of the European Commission under EMJD ICE FPA n 2010-0012. The funders were not involved in the study design, collection, analysis, interpretation of data, the writing of this article or the decision to submit it for publication. },
  year = {2021},
  month = may,
  day = {10},
  doi = {10.3389/fsufs.2021.658898},
  language = {English},
  volume = {5},
  journal = {Frontiers in Sustainable Food Systems},
  issn = {2571-581X},
  publisher = {Frontiers Media S.A.}
}
    Eco-feedback aims at increasing awareness of resource use to encourage conservation. A growing area of concern in sustainable living is food waste, and many new institutional waste receptacles incorporate waste sorting and recycling instructions for waste management. However, little attention has been paid to the design of encouraging awareness of waste in the home, particularly at the point of food waste. We explored the design challenges and effectiveness of novel eco-feedback techniques at the point of food waste through an in-situ study in a university residence. Our E-COmate system captures and visualizes domestic food waste data for more readily comprehensible and accessible information within a home environment embedded in an existing waste bin. Four E-COmate smart bins were introduced, deployed and evaluated for 8 weeks at a student residence in Canada. The aim of the study was to see whether a system like E-COmate could impact food waste patterns and awareness, and if so, to what extent it engages consumers. To explore its impact, a mix of methods was adopted. Waste audits were conducted to explore waste changes. Retrospective interviews were carried out to gain insights in residences’ reflections and motivations. We show that E-COmate had a positive impact on participants’ awareness of and behavior toward their food waste. Participants who had E-COmate installed in their kitchens showed overall a significant decrease in food waste and in particular a decrease of almost 32% in edible or once edible food waste, and a 69% decrease in generated compost waste during the last 2 weeks compared to the first 2 baseline weeks. Furthermore, while our control group showed an increase of 244% of waste of starches and grains toward the last 2 weeks (i.e., the end of term) compared to the 2 baseline weeks, the intervention group only showed an increase of 4.5% in waste of grains and starches. Eco-feedback further engaged residences in reducing food waste practices starting at the grocery store (e.g., by buying in smaller portions). In sum, eco-feedback as provided by E-COmate had positive impacts on reducing food waste. These findings are a result of increased awareness, the constant presence and immediacy of E-COmate served as a reminder, and their understanding of how much they actually waste as a group. Their awareness was reflected in how they adapted their shopping behavior as one way to reduce waste at home.

  8. Funk, M. (2021, May 9). Accidental HDI: Designers interacting with data. http://designresearch.works/chi2021-hdi-workshop/

    URL BibTeX 
    @conference{31d738aeb25d4008a36c44169108ff8a,
  title = {Accidental HDI: Designers interacting with data},
  author = {Funk, Mathias},
  year = {2021},
  month = may,
  day = {9},
  language = {English},
  note = {HDI through Design : CHI 2021 Workshop on Human-Data Interaction through Design ; Conference date: 09-05-2021 Through 09-05-2021},
  url = {http://designresearch.works/chi2021-hdi-workshop/}
}

  9. Lee-Smith, M., Ross, T., Cheng, Y.-T., & Funk, M. (2021, May 9). DHI @ CHI. http://designresearch.works/chi2021-hdi-workshop/

    URL Abstract BibTeX 
    @conference{35a2c0fe5ca74d0092d0cadb0f351334,
  title = {DHI @ CHI},
  author = {Lee-Smith, Matthew and Ross, Tracy and Cheng, Yu-Ting and Funk, Mathias},
  year = {2021},
  month = may,
  day = {9},
  language = {English},
  note = {HDI through Design : CHI 2021 Workshop on Human-Data Interaction through Design ; Conference date: 09-05-2021 Through 09-05-2021},
  url = {http://designresearch.works/chi2021-hdi-workshop/}
}
    “As a nascent field, HDI is still very much under development – there are no books!” – Mortier et al., Chapter 41, The Encyclopedia of Human-Computer Interaction, 2nd Ed. (technically not a book), 2016. Interacting with data is an ancient practice that predates humans, all beings must collect and understand data/information in some way to survive. However, formal interactions have begun to interest the design research community only just now – according to planetary timescale. Data and our interaction with it have played an increasingly powerful and intrusive role in our Everyday, up to the point that the design research community needs to find new ways to deal with human-data interaction. In three quick chats, we will unfold developing perspectives on HDI that, we hope, will help foster constructive discussions in the workshop.

  10. Data representation, data scenarios, everyday d...

    Zhang, Y., & Funk, M. (2021, May 8). Mediating Everyday Data Encounters with Mundane Video Vignettes. Extended Abstracts of the 2021 CHI Conference on Human Factors in Computing Systems, CHI EA 2021.

    URL Abstract BibTeX Link to publication 
    @inproceedings{72ed72a5ad804a528f39e278ef5318c6,
  title = {Mediating Everyday Data Encounters with Mundane Video Vignettes},
  keywords = {Data representation, data scenarios, everyday data, interaction design, media arts, personal narrative, video installation, video vignette},
  author = {Zhang, Yu and Funk, Mathias},
  note = {Publisher Copyright: {\textcopyright} 2021 Owner/Author.; 2021 CHI Conference on Human Factors in Computing Systems, CHI 2021, CHI 2021 ; Conference date: 08-05-2021 Through 13-05-2021},
  year = {2021},
  month = may,
  day = {8},
  doi = {10.1145/3411763.3443433},
  language = {English},
  booktitle = {Extended Abstracts of the 2021 CHI Conference on Human Factors in Computing Systems, CHI EA 2021},
  publisher = {Association for Computing Machinery, Inc},
  address = {United States},
  url = {https://chi2021.acm.org/}
}
    Data in everyday life is represented in ways that are supposed to connect with our needs, tasks and situations, to inform and facilitate effectiveness and functionalism. And still, all we see are numbers, charts or graphics. We engage in sense-making all day through analytical interpretation, which is often not intuitive and causes friction whenever we encounter it in an everyday context. In our work, we aim for a different experience in everyday data-sensemaking that translates sensor data, time and data from external sources into lively, yet mundane video vignettes. The aim is to connect the experience to the phenomenon behind data, to deny data the stage and spotlight in our Everyday. This case study shows the design and implementation of a novel, interactive video installation that projects mundane data into an Everyday context, giving the data a new form and meaning. We work with video vignettes that are designed as short, neutral video fragments and show a person in different mundane situations, acting alone or interacting with props. The design process went through three iterations before the installation was exhibited as part of a group exhibition. We reflect on the most important design decisions, turning points in the process and how design and implementation are intertwined throughout the installation preparation. We conclude with a short overview of the contribution and an outlook to future work.

  11. Algorithmic Training, Interaction, Labeling Dat...

    van der Stappen, A. R., & Funk, M. (2021). Towards Guidelines for Designing Human-in-the-Loop Machine Training Interfaces. 26th International Conference on Intelligent User Interfaces, IUI 2021, 514–519.

    URL Abstract BibTeX Link to publication 
    @inproceedings{5d221cf7e39d4a4bb0295325222a382c,
  title = {Towards Guidelines for Designing Human-in-the-Loop Machine Training Interfaces},
  keywords = {Algorithmic Training, Interaction, Labeling Data, Machine Learning, UX Metric, User Interface},
  author = {{van der Stappen}, A.R. and Funk, Mathias},
  year = {2021},
  month = apr,
  day = {14},
  doi = {10.1145/3397481.3450668},
  language = {English},
  pages = {514--519},
  booktitle = {26th International Conference on Intelligent User Interfaces, IUI 2021},
  publisher = {Association for Computing Machinery, Inc},
  address = {United States},
  note = {IUI '21: 26th International Conference on Intelligent User Interfaces, IUI'21 ; Conference date: 13-04-2021 Through 17-04-2021},
  url = {https://iui.acm.org/2021/}
}
    Supervised machine learning approaches commonly require good availability and quality of training data. In applications that depend on human-labeled data, especially from experts, or that depend on contextual knowledge for training data sets, the human-in-the- loop presents a serious bottleneck to the scalability of training efforts. Even if human labeling is generally feasible, sustained hu- man performance and high-quality labels in larger quantities are challenging. Interactive Machine Learning can help solve usability problems in traditional machine learning by giving users agency in deciding how systems learn from data. Yet, the field lacks clear design guidelines for such interfaces, specifically regarding the scaling of training processes. In this paper, we present results from a pilot study in which participants interacted with several inter- face variants of a recommender engine and evaluated them on interaction and efficiency parameters. Based on the performance of these different learning system implementations we propose design guidelines for the design of such systems and a score for compara- tive evaluation, in which we combine interaction experience and system learning efficiency into one relative scoring unit.

  12. Liang, J. (R.-H., Chiumento, A., Zuniga, M., Pawełczak, P., Funk, M., & Chuang, Y. (2021). CHIIoT: 1st Workshop on Computer Human Interaction in IoT Applications. Proceedings of the 2021 International Conference on Embedded Wireless Systems and Networks (EWSN ’21), 198–201.

    URL Abstract BibTeX Link to publication 
    @inproceedings{a144d32beb844ca0a8e8ef6232139c3a,
  title = {CHIIoT: 1st Workshop on Computer Human Interaction in IoT Applications},
  author = {Liang, {J. (Rong-Hao)} and Chiumento, Alessandro and Zuniga, Marco and Pawe{\l}czak, Przemys{\l}aw and Funk, Mathias and Chuang, Yaliang},
  year = {2021},
  month = feb,
  day = {21},
  doi = {10.5555/3451271.3458746},
  language = {English},
  isbn = {978-0-9949886-5-2},
  pages = {198–201},
  booktitle = {Proceedings of the 2021 International Conference on Embedded Wireless Systems and Networks (EWSN '21)},
  publisher = {Association for Computing Machinery, Inc},
  address = {United States},
  note = {18th International Conference on Embedded Wireless Systems and Networks (EWSN 2021), EWSN'21 ; Conference date: 17-02-2021 Through 19-02-2021},
  url = {https://ewsn2021.ewi.tudelft.nl/}
}
    The CHIIoT workshops bring together researchers and practitioners from industrial design, computer science, and electrical engineering working on new challenges in industry and academia. The workshop will provide a platform for participants to review and discuss challenges and opportunities in the intersection of computer-human interaction and the internet of things, focusing on human-centered applications using emerging connectivity and sensing technologies. We aim to jointly develop a design space and identify opportunities for future research.

  13. Zhang, Y., & Funk, M. (2021). Coding Art: The Four Steps to Creative Programming with the Processing Language. Apress, Inc.

    BibTeX Link to publication 
    @book{96b70c0e54484f408837c47563655c10,
  title = {Coding Art: The Four Steps to Creative Programming with the Processing Language},
  author = {Zhang, Y. and Funk, Mathias},
  year = {2021},
  month = jan,
  day = {7},
  doi = {10.1007/978-1-4842-6264-1},
  language = {English},
  isbn = {978-1484262634},
  series = {Design Thinking},
  publisher = {Apress, Inc.}
}

  14. Competition, Cooperation, Design method, Growin...

    Frens, J., & Funk, M. (2021). Cooperation and Competition in the IoT Sandbox. Proceedings of the 2021 Workshops on Computer Human Interaction in IoT Applications Co-Located with the International Conference on Embedded Wireless Systems and Networks (EWSN 2021) and the 13th ACM SIGCHI Symposium on Engineering Interactive Computing Systems (EICS 2021), 2996.

    Abstract BibTeX 
    @inproceedings{18a389c657474e1b933d7177661778b0,
  title = {Cooperation and Competition in the IoT Sandbox},
  keywords = {Competition, Cooperation, Design method, Growing systems, IoT, IoT sandbox},
  author = {Frens, Joep and Funk, Mathias},
  note = {Publisher Copyright: Copyright {\textcopyright} 2021 for this paper by its authors. Use permitted under Creative Commons License Attribution 4.0 International (CC BY 4.0).; 2021 Workshops on Computer Human Interaction in IoT Applications, CHIIoT 2021 ; Conference date: 08-06-2021},
  year = {2021},
  language = {English},
  series = {CEUR Workshop Proceedings},
  publisher = {CEUR-WS.org},
  number = {2996},
  booktitle = {Proceedings of the 2021 Workshops on Computer Human Interaction in IoT Applications co-located with the International Conference on Embedded Wireless Systems and Networks (EWSN 2021) and the 13th ACM SIGCHI Symposium on Engineering Interactive Computing Systems (EICS 2021)}
}
    In a connected world with systemic relations and complexity, design needs new methods and approaches to create and design for systems that grow dynamically, relate to human users or inhabitants temporarily or over time, and expand their capabilities with emerging technologies. The openness of such systems challenges designers and conventional design approaches. The IoT Sandbox is a novel design environment that allows individual designers and design teams to experience and create given synthetic, adaptable constraints of a scripted system-through cooperation and competition. The IoT Sandbox exists in conceptual, physical and networked space, clearly linked to an educational methodology. We showcase this system in a group design project that targets a smart home design space, and we conclude the paper with a discussion of our findings and position for future work.

  15. van der Linden, S., van Wijk, J. J., & Funk, M. (2021). Multiple Scale Visualization of Electronic Health Records to Support Finding Medical Narratives. VCBM 2021: Eurographics Workshop on Visual Computing for Biology and Medicine, 113–122.

    Abstract BibTeX 
    @inproceedings{d3ef8ccb09824b23b14e53cdb4f1b65d,
  title = {Multiple Scale Visualization of Electronic Health Records to Support Finding Medical Narratives},
  author = {{van der Linden}, S. and {van Wijk}, {Jack J.} and Funk, Mathias},
  year = {2021},
  language = {English},
  pages = {113--122},
  booktitle = {VCBM 2021: Eurographics Workshop on Visual Computing for Biology and Medicine},
  publisher = {Eurographics Association}
}
    Electronic Health Records (EHRs) contain rich medical information about patients, possibly hundreds of notes, lab results, images and other information. Doctors can easily be overwhelmed by this wealth of information. For their daily work, they need to derive narratives from all this information to get insights into the main issues of their patients. Standard solutions show all the information in linear lists, often leading to cognitive overload; research solutions provide timelines and relations between the notes but provide too much fragmented information. We propose MEDeNAR, a system for enabling medical professionals to obtain insights from EHRs based on the different tasks in their workflow. The key aspects of our system are the introduction of an intermediate level that summarizes the information using clustering and NLP methods. The results are visualized along a timeline and provide easy access to the detailed descriptions in notes and lab results at the EHR level. We designed the system using an iterative design process in collaboration with 18 doctors, two nurses and 14 domain experts. During the final evaluation, the doctors ranked our system higher than a standard baseline solution and a variation for the used NLP methods.

2020

  1. 3D visualization, COVID-19, SARS-CoV-2, aesthet...

    Li, W., Funk, M., & Brombacher, A. (2020). Leveraging Aesthetic Expression in Visualization to Communicate Positive Facts during COVID-19 Pandemic. In Q. V. Nguyen, Y. Zhao, M. Burch, & M. Westenberg (Eds.), Proceedings of the 13th International Symposium on Visual Information Communication and Interaction, VINCI 2020. Association for Computing Machinery, Inc.

    Abstract BibTeX Link to publication 
    @inproceedings{eb1aacf02cc04a0e96f33d25bd95215a,
  title = {Leveraging Aesthetic Expression in Visualization to Communicate Positive Facts during COVID-19 Pandemic},
  keywords = {3D visualization, COVID-19, SARS-CoV-2, aesthetics, artistic visualization, geo-spatial, information visualization, positive design},
  author = {Li, Wei and Funk, Mathias and Brombacher, Aarnout},
  year = {2020},
  month = dec,
  day = {8},
  doi = {10.1145/3430036.3430063},
  language = {English},
  isbn = {9781450387507},
  series = {ACM International Conference Proceeding Series},
  publisher = {Association for Computing Machinery, Inc},
  editor = {Nguyen, {Quang Vinh} and Zhao, Ying and Burch, Michael and Westenberg, Michel},
  booktitle = {Proceedings of the 13th International Symposium on Visual Information Communication and Interaction, VINCI 2020},
  address = {United States}
}
    The COVID-19 pandemic is a global public health crisis. Alongside the rapid geographical development and constantly rising number of confirmed cases, mixed spread of information and disinformation also plagued the public with distress, fear, and anxiety, transmitting a negative sentiment across many groups. Facing this, we experiment with the aesthetics of visualizations in educating laymen about positive facts during the pandemic. By blending artistic expressions into the visual encoding, we intend to tell a compelling data story describing the international scientific dedication in fighting the disease collaboratively. We present the visualization to collect feedback and evaluate the expected functions from general audience instead of traditional expert user groups.

  2. Design education, Design process, Design tools,...

    Kheirandish, S., Funk, M., Wensveen, S., Verkerk, M., & Rauterberg, M. (2020). HuValue: a tool to support design students in considering human values in their design. International Journal of Technology and Design Education, 30(5), 1015–1041.

    Abstract BibTeX Link to publication 
    @article{17700a36c84d4d849036ba974acd1590,
  title = {HuValue: a tool to support design students in considering human values in their design},
  keywords = {Design education, Design process, Design tools, Evaluation, Human values},
  author = {Kheirandish, Shadi and Funk, Mathias and Wensveen, Stephan and Verkerk, Maarten and Rauterberg, Matthias},
  year = {2020},
  month = nov,
  doi = {10.1007/s10798-019-09527-3},
  language = {English},
  volume = {30},
  pages = {1015--1041},
  journal = {International Journal of Technology and Design Education},
  issn = {0957-7572},
  publisher = {Springer},
  number = {5}
}
    Human values play an integral role in any design that aims to improve the quality of human life. However, only a few design approaches concentrate on human values in their design, and there is even very little agreement between them in identifying human values. Considering this, we created a design tool based on a comprehensive value framework to support designers’ addressing human values in their designs. This tool intends to raise designers’ awareness about human values and provide tangible materials to facilitate the use of selected values within the design process. This article investigated whether this tool is applicable and effective to be used in design education. A quasi-experimental study with design students showed that the project groups who were supported with this tool addressed significantly stronger human values in their design concepts compared to the control groups. Results of the evaluation indicated that the tool is not only applicable in a design process but is also effective at enriching design concepts with human values.

  3. Design opportunities, amateur runners, customer...

    Menheere, D. S., Lallemand, C., van der Spek, E. D., Megens, C., Vande Moere, A., Funk, M., & Vos, S. B. (2020, October 25). The Runner’s Journey: Identifying Design Opportunities for Running Motivation Technology. NordiCHI 2020 - Proceedings of the 11th Nordic Conference on Human-Computer Interaction. 10.1145/3419249.3420151

    Abstract BibTeX Link to publication 
    @inproceedings{a0d77a8fc8064e5187ba4a460f7cecab,
  title = {The Runner{\textquoteright}s Journey: Identifying Design Opportunities for Running Motivation Technology},
  keywords = {Design opportunities, amateur runners, customer journey, design research, running motivation},
  author = {Menheere, {Daphne S.} and Lallemand, Carine and {van der Spek}, {Erik D.} and Megens, Carl and {Vande Moere}, Andrew and Funk, Mathias and Vos, {Steven B.}},
  year = {2020},
  month = oct,
  day = {25},
  doi = {https://doi.org/10.1145/3419249.3420151},
  language = {English},
  series = {ACM International Conference Proceeding Series},
  booktitle = {NordiCHI 2020 - Proceedings of the 11th Nordic Conference on Human-Computer Interaction}
}
    Running is a popular recreational sport, yet for many amateur runners it remains challenging to turn intentions into sustainable running behavior. Although the market offers a myriad of running-related devices that aim to motivate runners, these often focus on the training itself and not on overcoming the barriers experienced prior to the run. A better understanding of these barriers to running is essential to identify design opportunities for technologies supporting amateur runners. We conducted two complementary studies among participants of a women-only running event. Combining an online survey (N = 114) and a journey mapping activity (N = 13), we investigated the influence of motivational barriers and enablers in runners’ rituals. Based on our findings, we created the Runner’s Journey, a visual narrative highlighting actionable design opportunities for running motivation technology. We propose five design recommendations to overcome barriers among amateur runners.

  4. Age, Attitudes, Gender, Interests, Motives, Nov...

    Menheere, D. S., Janssen, M. A., Funk, M., van der Spek, E. D., Lallemand, C., & Vos, S. B. (2020). Runner’s perceptions of reasons to quit running: Influence of gender, age and running-related characteristics. International Journal of Environmental Research and Public Health, 17(17).

    Abstract BibTeX Link to publication 
    @article{f774afd3af2a4f3e894eae8785c25802,
  title = {Runner{\textquoteright}s perceptions of reasons to quit running: Influence of gender, age and running-related characteristics},
  keywords = {Age, Attitudes, Gender, Interests, Motives, Novice runners, Running drop-out, Running habits, gender, running habits, attitudes, motives, running drop-out, interests, novice runners, age},
  author = {Menheere, {Daphne S.} and Janssen, {Mark A.} and Funk, Mathias and {van der Spek}, {Erik D.} and Lallemand, Carine and Vos, {Steven B.}},
  year = {2020},
  month = sep,
  doi = {10.3390/ijerph17176046},
  language = {English},
  volume = {17},
  journal = {International Journal of Environmental Research and Public Health},
  issn = {1660-4601},
  publisher = {Multidisciplinary Digital Publishing Institute (MDPI)},
  number = {17}
}
    Physical inactivity has become a major public health concern and, consequently, the awareness of striving for a healthy lifestyle has increased. As a result, the popularity of recreational sports, such as running, has increased. Running is known for its low threshold to start and its attractiveness for a heterogeneous group of people. Yet, one can still observe high drop-out rates among (novice) runners. To understand the reasons for drop-out as perceived by runners, we investigate potential reasons to quit running among short distance runners (5km and 10km) (n = 898). Data used in this study were drawn from the standardized online Eindhoven Running Survey 2016 (ERS16). Binary logistic regressions were used to investigate the relation between reasons to quit running and different variables like socio-demographic variables, running habits and attitudes, interests, and opinions (AIOs) on running. Our results indicate that, not only people of different gender and age show significant differences in perceived reasons to quit running, also running habits, (e.g., running context and frequency) and AIOs are related to perceived reasons to quit running too. With insights into these related variables, potential drop-out reasons could help health professionals in understanding and lowering drop-out rates among recreational runners.

  5. Cluster analysis, Design studies, Empirical res...

    Kheirandish, S., Funk, M., Wensveen, S., Verkerk, M., & Rauterberg, M. (2020). A comprehensive value framework for design. Technology in Society, 62.

    Abstract BibTeX Link to publication 
    @article{04d566718668495fa4161d6229f8b26e,
  title = {A comprehensive value framework for design},
  keywords = {Cluster analysis, Design studies, Empirical research, Human values, Interdisciplinarity, Value framework},
  author = {Kheirandish, Shadi and Funk, Mathias and Wensveen, Stephan and Verkerk, Maarten and Rauterberg, Matthias},
  year = {2020},
  month = aug,
  doi = {10.1016/j.techsoc.2020.101302},
  language = {English},
  volume = {62},
  journal = {Technology in Society},
  issn = {0160-791X},
  publisher = {Elsevier}
}
    The significance of human values in everyday life highlights the integral role of this concept in any design that aims to improve the quality of human life. By emphasizing the need for a comprehensive value framework for design, the present study explores a new value framework to be used as a common ground in design. For this purpose, we empirically investigate how different people group human values. By spreading the link of our Human Values Survey worldwide via the internet, a variety of participants with different cultural backgrounds were reached, and hierarchical cluster analysis was used to analyze the data. As a result, 568 complete answers were collected, from which nine value groups were concluded: “carefulness”, “justice”, “ecology”, “respect for others”, “meaningfulness”, “status”, “pleasure”, “respect for oneself” and “personal development”. After clustering our data, we propose a value framework with four themes, nine value groups, 42 key values, and 135 extra values. This framework, raising designers’ awareness and widening their view of human values, provides the opportunity to address a diverse range of human values in design.

  6. Empathy probe, Motivation strategies, Recreatio...

    Menheere, D., Lallemand, C., Funk, M., & Vos, S. (2020). Faye: An Empathy Probe to Investigate Motivation Among Novice Runners. In C. Stephanidis, M. Antona, & S. Ntoa (Eds.), HCI International 2020 – Late Breaking Posters - 22nd International Conference, HCII 2020, Proceedings (pp. 493–499). Springer.

    Abstract BibTeX Link to publication 
    @inproceedings{7584f491cf7d4c37b1d02b0aab5a3cfc,
  title = {Faye: An Empathy Probe to Investigate Motivation Among Novice Runners},
  keywords = {Empathy probe, Motivation strategies, Recreational runners},
  author = {Menheere, Daphne and Lallemand, Carine and Funk, Mathias and Vos, Steven},
  year = {2020},
  month = jul,
  day = {25},
  doi = {10.1007/978-3-030-60703-6_64},
  language = {English},
  isbn = {9783030607029},
  series = {Communications in Computer and Information Science},
  publisher = {Springer},
  pages = {493--499},
  editor = {Stephanidis, Constantine and Antona, Margherita and Ntoa, Stavroula},
  booktitle = {HCI International 2020 – Late Breaking Posters - 22nd International Conference, HCII 2020, Proceedings},
  address = {Germany},
  note = {22nd International Conference on Human-Computer Interaction, HCI International 2020 ; Conference date: 19-07-2020 Through 24-07-2020}
}
    The popularity of recreational sports such as running, has increased substantially due to its low threshold to start and it is attractive for a wide range of people. However, despite the growing popularity, running has a high drop-out rate due to injuries and motivational loss, especially among novice runners. To investigate factors influencing motivation among novice runners and design opportunities, we deployed an empathy probe at a women-only running event. Faye is a running shirt that reveals motivational feedback on the shirt, during the warm-up phase of the run. In this paper, we both inform on the impact of motivational feedback while warming up on running motivation and reflect on the use of an empathy probe to investigate motivational strategies among novice runners.

  7. conversational agents, human autonomy, human-ag...

    Sankaran, S., Zhang, C., Funk, M., Aarts, H., & Markopoulos, P. (2020, July 22). Do I have a say?: Using conversational agents to re-imagine human-machine autonomy. CUI ’20: Proceedings of the 2nd Conference on Conversational User Interfaces.

    Abstract BibTeX Link to publication 
    @inproceedings{3a94c11d2794436b80f1977a06a5cecb,
  title = {Do I have a say?: Using conversational agents to re-imagine human-machine autonomy},
  keywords = {conversational agents, human autonomy, human-agent interactions},
  author = {Sankaran, Supraja and Zhang, Chao and Funk, Mathias and Aarts, Henk and Markopoulos, Panos},
  year = {2020},
  month = jul,
  day = {22},
  doi = {10.1145/3405755.3406135},
  language = {English},
  series = {ACM International Conference Proceeding Series},
  publisher = {Association for Computing Machinery, Inc},
  booktitle = {CUI '20: Proceedings of the 2nd Conference on Conversational User Interfaces},
  address = {United States}
}
    With human-centered AI gaining traction, needs for algorithmic transparency, explainability, empathy and ethical considerations in artificial agents are forming core research issues. However, with intelligent agents getting increasingly independent and human-like, there is an increase in perceived threat to human autonomy. Will this perceived threat eventually become an actual threat where humans lose control over their own goals, decisions and actions? With this provocation paper, we want to urge researchers working on human-agent interactions and conversational agents (CAs) to explicitly consider the impact of intelligent agents on human autonomy. We present arguments and highlight the critical need to focus on human autonomy when interacting with CAs by presenting some core research considerations.

  8. Data-enabled design, Design process, Design rol...

    Lovei, P., Funk, M., Deckers, E., & Wensveen, S. (2020). The Marios and Luigis of design: Design plumbers wanted! DIS 2020 Companion - Companion Publication of the 2020 ACM Designing Interactive Systems Conference, 197–201.

    Abstract BibTeX Link to publication 
    @inproceedings{88c3683913e6407b92f2860d0969232f,
  title = {The Marios and Luigis of design: Design plumbers wanted!},
  keywords = {Data-enabled design, Design process, Design roles, Designing for ai},
  author = {Lovei, Peter and Funk, Mathias and Deckers, Eva and Wensveen, Stephan},
  year = {2020},
  month = jul,
  day = {6},
  doi = {10.1145/3393914.3395898},
  language = {English},
  series = {DIS 2020 Companion - Companion Publication of the 2020 ACM Designing Interactive Systems Conference},
  publisher = {Association for Computing Machinery, Inc},
  pages = {197--201},
  booktitle = {DIS 2020 Companion - Companion Publication of the 2020 ACM Designing Interactive Systems Conference},
  address = {United States},
  note = {2020 ACM Conference on Designing Interactive Systems, DIS 2020 ; Conference date: 06-07-2020 Through 10-07-2020}
}
    Designers increasingly need to collect data to design personalized, contextualized experiences. The act of collecting such data - often in context - is hard, and collecting the right quality and quantity data is even harder. By applying approaches such as Data-Enabled Design (DED) we can remotely collect data. The DED process involves operational, behind-the-scenes activities to facilitate and scale data collection and designing with data. These activities show similar characteristics to plumbing, channeling the flow of data in design. In this provocation, we describe six main "design plumbing” tasks throughout three main phases of a DED study that are seemingly out of scope for design, yet crucial to design. We posit that knowing about the pipes and drains of your design process is as essential as concepts, prototypes and qualitative studies are.

  9. human centred design, participatory research, d...

    Noortman, R. R., van Dijk, R. J. J., Funk, M., Liang, J., & Eggen, J. H. (2020). Open-ended data probing to inform the future of home health care. In K. Christer, C. Craig, & P. Chamberlain (Eds.), Proceedings of the 6th International Conference on Design4Health (Vol. 3, p. 459). Sheffield Hallam University.

    Abstract BibTeX 
    @inproceedings{d446bce2a02f4761bdb52532fa7e04f6,
  title = {Open-ended data probing to inform the future of home health care},
  keywords = {human centred design, participatory research, design approaches, rehabilitation},
  author = {Noortman, {Renee R.} and {van Dijk}, {Ruben J.J.} and Funk, Mathias and Liang, J. and Eggen, J.H.},
  year = {2020},
  month = jul,
  day = {1},
  language = {English},
  isbn = {978-1-8381117-0-0},
  volume = {3},
  pages = {459},
  editor = {Christer, Kirsty and Craig, Claire and Chamberlain, Paul},
  booktitle = {Proceedings of the 6th International Conference on Design4Health},
  publisher = {Sheffield Hallam University},
  note = {6th International Conference on Design4Health, D4H ; Conference date: 01-07-2020 Through 03-07-2020}
}
    Chronic heart failure (CHF) is a complex disease with a high mortality rate, affecting millions of patients worldwide (Savarese and Lund, 2017). In many countries, healthcare systems are already under stress and with the ageing population the number of CHF patients is expected to increase even further. Remote patient monitoring has already been shown to decrease length and frequency of hospitalization in patients with heart failure, as well as mortality (Hindricks et al. 2014). Thus far, the monitored data has been primarily clinical, while heart failure patients also struggle with personal and emotional challenges and with changing relevant aspects of their lifestyle. As each CHF patient copes in their own way and context, effective data collection requires high degrees of personalisation and versatility.In this research, we focus on collecting and curating non-clinical data that qualitatively describe patient lifestyle changes and psychological condition. We investigate forms of complementary use with clinical data sets and outline the benefits of personalised care through remote monitoring techniques in the home environment. To gain a nuanced understanding of how individuals track personal health data in an everyday context, we are developing a methodology for open-ended data tracking. Through iteratively designing probes, we are creating a system that will allow patients to assign which data they want to monitor and share with their health care professionals, based on best practices in data tracking. Results of our preliminary field deployment show that the data collection activities provoke the reflection of participants and further encourage them to envision the better cases, as they were more aware of their needs. The positive findings warrant our next phases of expedition with more participants.

  10. Menheere, D. S., Funk, M., van der Spek, E. D., Lallemand, C., & Vos, S. B. (2020). A Diary Study on the Exercise Intention-Behaviour Gap: Implications for the Design of Interactive Products. Design Research Society 2020.

    Abstract BibTeX 
    @inproceedings{3a78323de5804933a8e5968fc78347d0,
  title = {A Diary Study on the Exercise Intention-Behaviour Gap: Implications for the Design of Interactive Products},
  author = {Menheere, {Daphne S.} and Funk, Mathias and {van der Spek}, {Erik D.} and Lallemand, Carine and Vos, {Steven B.}},
  year = {2020},
  language = {English},
  booktitle = {Design Research Society 2020},
  note = {Design Research Society 2020, DRS2020 ; Conference date: 11-08-2020 Through 14-08-2020}
}
    Increasingly aware of the importance of active lifestyles, many people intend to exercise more. One of the main challenges is to translate exercise intentions into actual exercise behaviour, the so-called intention-behaviour gap. To investigate barriers and enablers that affect this gap, we conducted a 7-day diary study with 16 women. Participants indicated what their exercise intentions and behaviour were per day, and whether and why they changed retrospectively during the day. Through the diary study, we gain insights into (i) the intention-behaviour interplay, and (ii) the experienced barriers and enablers that influence this interplay throughout the day. Based on the findings, we contribute new implications for design in supporting people translating their intentions into exercise behaviour. We propose three design concepts to illustrate underlying design opportunities. The focus is on positively influencing the interplay of enablers and barriers of exercising and how these can be addressed through design.

  11. Funk, M. (2020). Design labs for data-driven multivalence. In N. Biloria (Ed.), Data-driven multivalence in the built environment (pp. 207–222). Springer.

    Abstract BibTeX Link to publication 
    @inbook{b85ea9a5fb67447aa49ae610511350e3,
  title = {Design labs for data-driven multivalence},
  author = {Funk, M.},
  year = {2020},
  doi = {10.1007/978-3-030-12180-8_10},
  language = {English},
  isbn = {978-3-030-12179-2},
  series = {S.M.A.R.T. Environments},
  publisher = {Springer},
  pages = {207--222},
  editor = {Biloria, Nimish},
  booktitle = {Data-driven multivalence in the built environment},
  address = {Germany}
}
    Designing products, spaces, and services for the Everyday has become the focus of designerly research and practice over the last decade. As designers create complex systems that are space-aware, grow and dynamically morph, their tools and methods have to undergo a similar parallel transformation and extension–often towards and borrowing from technical disciplines. Current designers work with complexity and let data shape all facets and modalities of designed artifacts. This article investigates new challenges for design operating at macro, meso, and micro scales. A translational perspective is proposed together with new types of labs and design research infrastructure that address challenges and emerging needs of the design community.

2019

  1. design research, design, privacy, toolkit

    Cheng, Y.-T., Funk, M., & Chen, L.-L. (2019). Connected Peekaboo Toolkit: Exploring Privacy-Aware Data Collection at Home. 1. https://www.tue.nl/en/research/research-areas/data-science/data-science-summit-2019/

    URL BibTeX 
    @conference{7971b1338d8a4cc893ecaca4617058a8,
  title = {Connected Peekaboo Toolkit: Exploring Privacy-Aware Data Collection at Home},
  keywords = {design research, design, privacy, toolkit},
  author = {Cheng, Yu-Ting and Funk, Mathias and Chen, Lin-Lin},
  year = {2019},
  month = nov,
  day = {12},
  language = {English},
  pages = {1},
  note = {Data Science Summit 2019 : The Annual Data Science Summit Eindhoven, organized by TU/e - DSCE ; Conference date: 12-11-2019 Through 12-11-2019},
  url = {https://www.tue.nl/en/research/research-areas/data-science/data-science-summit-2019/}
}

  2. design research, infrastructure, design, data, ...

    Funk, M., Chiang, E., & van der Born, E. J. (2019). Data Foundry: A Data Infrastructure for Design Research. 1. https://www.tue.nl/en/research/research-areas/data-science/data-science-summit-2019/

    URL Abstract BibTeX 
    @conference{1561512bc5064e2bb34467b343b0609e,
  title = {Data Foundry: A Data Infrastructure for Design Research},
  keywords = {design research, infrastructure, design, data, machine learning},
  author = {Funk, Mathias and Chiang, Eden and {van der Born}, E.J.},
  year = {2019},
  month = nov,
  day = {12},
  language = {English},
  pages = {1},
  note = {Data Science Summit 2019 : The Annual Data Science Summit Eindhoven, organized by TU/e - DSCE ; Conference date: 12-11-2019 Through 12-11-2019},
  url = {https://www.tue.nl/en/research/research-areas/data-science/data-science-summit-2019/}
}
    When designing intelligent interactive products, when researching user behavior and choices, when investigating the interplay of design and the Everyday, we are in need of data. Traditionally, data in design has been scarce. It was collected either in highly qualitative forms or the means to scale were lacking. Data, if it is collected at all, is silo’ed, that means, it is stored and processed in proprietary ways that are not open to other designers and a community of design students, educators and researchers.With data foundry, we aim to change this. We want to scale up data collection and processing, we want to make it extremely easy to connect to various data sources and combine all data into a common format that encourages new forms of design research, mashing up and creative inquiry beyond the low-scale qualitative.

  3. visualisation, game data, behavioral complexity...

    Funk, M., Li, W., Li, Q., & Brombacher, A. C. (2019). Visualizing Event Sequence Game Data to Understand Player’s Skill Growth (Poster). 1. https://www.tue.nl/en/research/research-areas/data-science/data-science-summit-2019/

    URL Abstract BibTeX 
    @conference{fdc6b2e3c1b547199a246eabee8b8305,
  title = {Visualizing Event Sequence Game Data to Understand Player’s Skill Growth (Poster)},
  keywords = {visualisation, game data, behavioral complexity, complexity, interaction},
  author = {Funk, Mathias and Li, Wei and Li, Quan and Brombacher, {Aarnout C.}},
  year = {2019},
  month = nov,
  day = {12},
  language = {English},
  pages = {1},
  note = {Data Science Summit 2019 : The Annual Data Science Summit Eindhoven, organized by TU/e - DSCE ; Conference date: 12-11-2019 Through 12-11-2019},
  url = {https://www.tue.nl/en/research/research-areas/data-science/data-science-summit-2019/}
}
    Analysis of game data is used to study player behavior. For puzzle based games where solutions are usually defined by their action sequences, player behavior can also be studied by their solution complexity. This poster present a visualization system to facilitate the research of how actions, timing, and strategy adjustments change with solution complexity. Multifaceted behavioral patterns of different players are found through the system. The tool is expected to be useful in assisting game stage design and player cohort analysis.

  4. Application, Event sequence, Game visualization...

    Li, W., Funk, M., Li, Q., & Brombacher, A. (2019). Visualizing event sequence game data to understand player’s skill growth through behavior complexity. Journal of Visualization, 22(4), 833–850.

    Abstract BibTeX Link to publication 
    @article{dbdde57ba5ed483db9ef493719949a6d,
  title = {Visualizing event sequence game data to understand player's skill growth through behavior complexity},
  keywords = {Application, Event sequence, Game visualization, Information theory},
  author = {Li, Wei and Funk, Mathias and Li, Quan and Brombacher, Aarnout},
  year = {2019},
  month = aug,
  day = {1},
  doi = {10.1007/s12650-019-00566-5},
  language = {English},
  volume = {22},
  pages = {833–850},
  journal = {Journal of Visualization},
  issn = {1343-8875},
  publisher = {Springer},
  number = {4}
}
    Analysis of game data is used to study player behavior. For puzzle based games where solutions are usually defined by their action sequences, player behavior can also be studied by their solution complexity. In this paper, we present a visualization system to help learning expert to understand how actions, timing and the resulting strategy change with regard to the solution complexity. To establish a novel perspective into the patterns not only in action choices but also in behavior complexity, we designed an interactive, customized line chart to track how complexity and performance change at each stage of skill acquisition. Specialized glyph system (Strategy Signature) is implemented to find strategy differences easily with simple visual cues. Contextual information can be explored by switching the view modes to see potential links between complexity and raw attributes. Evaluation with expert users shows that the system effectively reduced their time and effort in finding interesting sub-groups and gave them unexplored angles of behavior complexity to contemplate player’s skill growth. In summary, this paper illustrates a visualization approach to enable analysis into the subtleties of behavior complexity in video games.

  5. Research product, ecology of daily objects, pri...

    Cheng, Y.-T., Funk, M., Tsai, W.-C., & Chen, L.-L. (2019). Peekaboo cam: designing an observational camera for home ecologies concerning privacy. DIS 2019 - Proceedings of the 2019 ACM Designing Interactive Systems Conference, 823–836.

    Abstract BibTeX Link to publication 
    @inproceedings{8bc81ed566574d7a939f6f7b9dbd9e75,
  title = {Peekaboo cam: designing an observational camera for home ecologies concerning privacy},
  keywords = {Research product, ecology of daily objects, privacy, observational camera, home ethnography, Privacy, Observational camera, Ecology of daily objects, Home ethnography},
  author = {Cheng, Yu-Ting and Funk, Mathias and Tsai, Wenn-Chieh and Chen, Lin-Lin},
  year = {2019},
  month = jun,
  day = {18},
  doi = {10.1145/3322276.3323699},
  language = {English},
  pages = {823--836},
  booktitle = {DIS 2019 - Proceedings of the 2019 ACM Designing Interactive Systems Conference},
  publisher = {Association for Computing Machinery, Inc},
  address = {United States}
}
    The home is a rich context for design research to study things and the Everyday. However, home is also a place of utmost privacy for most people. To better understand this context through an observational artifact without impacting privacy, we designed the Peekaboo cam that enables inhabitants to control their data release actively or passively. The Peekaboo cam is an observational research camera with a coverable lens. We validate in a field study in two homes for 14 days. The resulting photo streams provide qualitative insights on Everyday things in transition. We suggest four design guidelines for observational artifacts for home ecologies.

  6. Kheirandish, S., Funk, M., Wensveen, S., Verkerk, M., & Rauterberg, M. (2019). HuValue: a tool to support design students in considering human values in their design. International Journal of Technology and Design Education.

    Abstract BibTeX Link to publication 
    @article{17700a36c84d4d849036ba974acd1591,
  title = {HuValue: a tool to support design students in considering human values in their design},
  author = {Kheirandish, Shadi and Funk, Mathias and Wensveen, Stephan and Verkerk, Maarten and Rauterberg, Matthias},
  year = {2019},
  month = may,
  day = {28},
  doi = {10.1007/s10798-019-09527-3},
  language = {English},
  journal = {International Journal of Technology and Design Education},
  issn = {0957-7572},
  publisher = {Springer}
}
    Human values play an integral role in any design that aims to improve the quality of human life. However, only a few design approaches concentrate on human values in their design, and there is even very little agreement between them in identifying human values. Considering this, we created a design tool based on a comprehensive value framework to support designers’ addressing human values in their designs. This tool intends to raise designers’ awareness about human values and provide tangible materials to facilitate the use of selected values within the design process. This article investigated whether this tool is applicable and effective to be used in design education. A quasi-experimental study with design students showed that the project groups who were supported with this tool addressed significantly stronger human values in their design concepts compared to the control groups. Results of the evaluation indicated that the tool is not only applicable in a design process but is also effective at enriching design concepts with human values.

  7. Middleware, Design, Education, Connectivity, Ja...

    Funk, M. (2019). OOCSI.

    Abstract BibTeX Link to publication 
    @misc{59e8875edfb340e78098c49418627b27,
  title = {OOCSI},
  keywords = {Middleware, Design, Education, Connectivity, Java, Processing, Python, C++, Node.js, WebSocket, Server, Web platform},
  author = {Funk, Mathias},
  year = {2019},
  month = may,
  day = {22},
  doi = {10.5281/zenodo.1321219},
  language = {English}
}
    OOCSI is a prototyping middleware for designing distributed products and it is targeted mainly at Industrial Design and Computer Science education. OOCSI supports multiple client platforms that allow prototyping connected products and systemic designs with various heterogeneous components from embedded to mobile to the cloud. In the past years, OOCSI has been used by hundreds of students, educators, and researchers, and it is continuously developed as an open-source project with feedback from the community.

  8. Xue, M., Liang, R.-H., Yu, B., Funk, M., Hu, J., & Feijs, L. (2019). AffectiveWall: Designing Collective Stress-Related Physiological Data Visualization for Reflection. IEEE Access, 7, 131289–131303.

    Abstract BibTeX Link to publication 
    @article{ea6782c97c724be6a5bfe8d15814197d,
  title = {AffectiveWall: Designing Collective Stress-Related Physiological Data Visualization for Reflection},
  author = {Xue, Mengru and Liang, Rong-Hao and Yu, Bin and Funk, Mathias and Hu, Jun and Feijs, Loe},
  year = {2019},
  doi = {10.1109/ACCESS.2019.2940866},
  language = {English},
  volume = {7},
  pages = {131289--131303},
  journal = {IEEE Access},
  issn = {2169-3536},
  publisher = {Institute of Electrical and Electronics Engineers}
}
    Excessive workplace stress affects the individual’s health as well as social collaborations, so the management of stressors is essential. However, an individual worker who only subjectively reflects on his or her individual and social stressors may misinterpret them, and thus not be able to manage them. This paper aims at engaging workplace stress reflection on objective stress-related physiological data using a shared display, which provides an anonymous view of the individual stress-related physiological signals (i.e., heart-rate variability) through a collective visualization. A minimalist proof-of-concept system is implemented for investigating the design space and deployed during group collaboration. The user study results show that the visualization successfully drew the participants’ awareness and increased their understanding of self and organizational stress. This work highlights the importance of objective physiological data in the reflection process of organizational stress management.

  9. Menheere, D., Funk, M., van der Spek, E. D., & Vos, S. B. (2019). Enhancing lasting physical activity through design.

    BibTeX 
    @conference{511a1d0c1ea8448a9dde1fff64f023d2,
  title = {Enhancing lasting physical activity through design},
  author = {Menheere, Daphne and Funk, Mathias and {van der Spek}, {Erik D.} and Vos, {Steven B.}},
  year = {2019},
  language = {English},
  note = {Innovation for Health 2018 ; Conference date: 14-02-2019 Through 14-02-2019}
}

2018

  1. ambient light, audio-visual interface, Biofeedb...

    Yu, B., Hu, J., Funk, M., Liang, R. H., Xue, M., & Feijs, L. (2018). RESonance: Lightweight, room-scale audio-visual biofeedback for immersive relaxation training. IEEE Access.

    Abstract BibTeX Link to publication 
    @article{f138987f0a2147f88b439e201e426fba,
  title = {RESonance: Lightweight, room-scale audio-visual biofeedback for immersive relaxation training},
  keywords = {ambient light, audio-visual interface, Biofeedback, immersive experience, nature soundscape, relaxation training},
  author = {Yu, Bin and Hu, Jun and Funk, Mathias and Liang, {Rong Hao} and Xue, Mengru and Feijs, Loe},
  year = {2018},
  month = jul,
  day = {4},
  doi = {10.1109/ACCESS.2018.2853406},
  language = {English},
  journal = {IEEE Access},
  issn = {2169-3536},
  publisher = {Institute of Electrical and Electronics Engineers (IEEE)}
}
    Biofeedback systems enable the users’ awareness of their internal health status by displaying their physiological signal, and further facilitate them to move toward self-regulation and behaviour change. Single-modal biofeedback display can provide clear yet less engaging physiological information; a multimodal, immersive display could provide more engaging user experiences, but such a biofeedback system is relatively difficult to deploy. To strike a balance between engagement and ease of deployment, we present RESonance, a lightweight, immersive audio-visual biofeedback system for relaxation training. The system informs the users about their internal states (i.e., breath and heart rate viability) through ambient mediums, i.e., ambient light and nature soundscape, which can be provided by a lightweight infrastructure. The results of a 24-participant user study suggest that the system not only efficiently supports breathing regulation in relaxation training but also offers immersive and engaging user experiences.

  2. Biofeedback, heart rate variability, musical di...

    Yu, B., Funk, M., Hu, J., & Feijs, L. (2018). Unwind: a musical biofeedback for relaxation assistance. Behaviour & Information Technology, 37(8), 800–814.

    Abstract BibTeX Link to publication 
    @article{2eb29594f0f54aa58df968ecf6cbe32d,
  title = {Unwind: a musical biofeedback for relaxation assistance},
  keywords = {Biofeedback, heart rate variability, musical display, relaxation, sonification},
  author = {Yu, Bin and Funk, Mathias and Hu, Jun and Feijs, Loe},
  year = {2018},
  month = jun,
  day = {13},
  doi = {10.1080/0144929X.2018.1484515},
  language = {English},
  volume = {37},
  pages = {800--814},
  journal = {Behaviour & Information Technology},
  issn = {0144-929X},
  publisher = {Taylor and Francis Ltd.},
  number = {8}
}
    Unwind is a musical biofeedback interface which combines nature sounds and sedative music into a form of New-Age music for relaxation exercises. The nature sounds respond to the user’s physiological data, functioning as an informative layer for biofeedback display. The sedative music aims to induce calmness and evoke positive emotions. UnWind incorporates the benefits of biofeedback and sedative music to facilitate deep breathing, moderate arousal, and promote mental relaxation. We evaluated Unwind in a 2 × 2 factorial experiment with music and biofeedback as independent factors. Forty young adults performed the relaxation exercise under one of the following conditions after experiencing a stressful task: Nature sounds only (NS), Nature sounds with music (NM), and Auditory biofeedback with nature sounds (NSBFB), and UnWind musical biofeedback (NMBFB). The results revealed a significant interaction effect between music and biofeedback on the improvement of heart rate variability. The combination of music and nature sounds also showed benefits in lowering arousal and reducing self-report anxiety. We conclude with a discussion of UnWind for biofeedback and the wider potential of blending nature sounds with music as a musical interface.

  3. interactive architecture, interface design, int...

    Frens, J., Funk, M., van Hout, B., & Le Blanc, J. (2018). Designing the IoT sandbox. Proceedings of the 2018 Designing Interactive Systems Conference, 341–354.

    Abstract BibTeX Link to publication 
    @inproceedings{2d116347018d4ac9b5b099caa3daa1f6,
  title = {Designing the IoT sandbox},
  keywords = {interactive architecture, interface design, internet of things, physical interaction},
  author = {Frens, Joep and Funk, Mathias and {van Hout}, Bastiaan and {Le Blanc}, Joep},
  year = {2018},
  month = jun,
  day = {11},
  doi = {10.1145/3196709.3196815},
  language = {English},
  isbn = {978-1-4503-5198-0},
  pages = {341--354},
  booktitle = {Proceedings of the 2018 Designing Interactive Systems Conference},
  publisher = {ACM Press}
}
    This pictorial describes the design and design process of the IoT Sandbox: a (scale model of a) smart home equipped with actuators and a modular interface that controls the interactive aspects of the smart home. This modular interface can ’grow" together with the house it controls whereby it offers unique possibilities for designers to explore different avenues of physically rich interaction in domestic personal spaces. We demonstrate that also physically rich interfaces can respond adequately to the dynamics of home IoT systems. We conclude with insight from the design process and a concise discussion and outlook to future work.

  4. dynamic mapping, emergent aesthetics, expressiv...

    Funk, M., & Hengeveld, B. (2018). Designing within connected systems. Proceedings of the 2018 ACM Conference Companion Publication on Designing Interactive Systems, 407–410.

    Abstract BibTeX Link to publication 
    @inproceedings{133df3c3756942878e25d67ec01d17ef,
  title = {Designing within connected systems},
  keywords = {dynamic mapping, emergent aesthetics, expressive interaction, musical interfaces, systems design},
  author = {Funk, Mathias and Hengeveld, Bart},
  year = {2018},
  month = jun,
  day = {11},
  doi = {10.1145/3197391.3197400},
  language = {English},
  isbn = {978-1-4503-5631-2},
  pages = {407--410},
  booktitle = {Proceedings of the 2018 ACM Conference Companion Publication on Designing Interactive Systems},
  publisher = {ACM Press}
}
    In this two-day workshop, we investigate how to design in the context of distributed, networked interfaces, dynamic input-output mappings and emergent aesthetics. With this workshop, we aim to complement the theoretical discussion of positions provided by the participants with the hands-on activity of designing and building a networked group interface for music manipulation using Leap Motion\circledR controllers.Participants engage in a two-stage design process, the first focused on designing individual music controllers and the second on using these in a networked format. We conclude the workshop with a reflection and discussion of what was achieved at both theoretical and experiential levels, and project a roadmap of future activities together.

  5. internet of everything, internet of local thing...

    Chung, D., Funk, M., Liang, R.-H., & Chen, L.-L. (2018). Explorations on reciprocal interplay in things ecology. Proceedings of the 2018 ACM Conference Companion Publication on Designing Interactive Systems, 51–56.

    Abstract BibTeX Link to publication 
    @inproceedings{f49b32e2e0934043b39685dc3f0e9221,
  title = {Explorations on reciprocal interplay in things ecology},
  keywords = {internet of everything, internet of local things, perceptive qualities, perceptual crossing, things-to-things interaction},
  author = {Chung, David and Funk, Mathias and Liang, Rung-Huei and Chen, Lin-Lin},
  year = {2018},
  month = jun,
  day = {11},
  doi = {10.1145/3197391.3205411},
  language = {English},
  isbn = {978-1-4503-5631-2},
  pages = {51--56},
  booktitle = {Proceedings of the 2018 ACM Conference Companion Publication on Designing Interactive Systems},
  publisher = {ACM Press}
}
    There is growing interest in designing smart things that are both connected (IoT) and also acting local. Yet, the explorative behaviors of such smart things in the context of a connected ecology are not much explored. This study explores perceptive qualities of reciprocal interplay from a perspective of systemic relations. We conducted the HiddenLocal workshop with the outcome of four designed IoT systems which emphasize the complexity of things-to-things interaction in different scenarios. This paper reports on one of the four systems and investigates how reciprocal interplay can be designed in the things community of our designed system.

  6. designing things, interaction design, social ro...

    Overgoor, C., & Funk, M. (2018). IdleBot : exploring the design of serendipitous artifacts. Proceedings of the 2018 ACM Conference Companion Publication on Designing Interactive Systems, 105–110.

    Abstract BibTeX Link to publication 
    @inproceedings{bbcc352bf08642eda8226cd043671f6f,
  title = {IdleBot : exploring the design of serendipitous artifacts},
  keywords = {designing things, interaction design, social robots, user experience.},
  author = {Overgoor, Caroline and Funk, Mathias},
  year = {2018},
  month = jun,
  day = {11},
  doi = {10.1145/3197391.3205420},
  language = {English},
  isbn = {978-1-4503-5631-2},
  pages = {105--110},
  booktitle = {Proceedings of the 2018 ACM Conference Companion Publication on Designing Interactive Systems},
  publisher = {ACM Press}
}
    We are increasingly surrounded by interactive, connected and engaging "things" that demand attention and convey a sense of continuous pace into our personal spaces. In this work, we explore how things could be designed from this opposite perspective: seemingly aware, but non-engaging. IdleBot is a very furry robotic puppet that is waiting. Unlike many applications in social robotics, IdleBot has neither clear purpose, nor explicit functionality–it merely exists and waits. The subtleness of its interaction, consisting of mostly idle motion, is the starting point to investigate forms of interaction bordering non-interaction situated in a personal context. Using data about human waiting behavior from an observational study, we designed a fully working prototype in two design iterations that embodies different modes of waiting and evaluated this design for its effect and acceptance of idle motions in context.

  7. Li, W., Funk, M., & Brombacher, A. C. (2018). Toward visualizing subjective uncertainty : a conceptual framework addressing perceived uncertainty through action randomness. EuroVis Workshop on Reproducibility, Verification, and Validation in Visualization (EuroRV3, 19–23.

    Abstract BibTeX Link to publication 
    @inproceedings{1daf094501624966b2dfa3403ad694c9,
  title = {Toward visualizing subjective uncertainty : a conceptual framework addressing perceived uncertainty through action randomness},
  author = {Li, W. and Funk, M. and Brombacher, A.C.},
  year = {2018},
  month = jun,
  day = {4},
  doi = {10.2312/eurorv3.20181144},
  language = {English},
  pages = {19--23},
  booktitle = {EuroVis Workshop on Reproducibility, Verification, and Validation in Visualization (EuroRV3},
  publisher = {The Eurographics Association}
}
    Uncertainty is usually technically defined with associated metrics by visualization researchers. Next to this rather objective description, there is a subjective notion to uncertainty considering human experiences eliciting a response to the perceived uncertainty. This article aims to complement the default technical notion with a subjective perspective of uncertainty as we experienced. As a starting point, we introduce a conceptual framework aiming to explain the consequential life-cycle of subjective uncertainty in relation with visualization methods. The framework is illustrated by a case in which the redundancy of logged game play behavior is visualized to assist the discovery of subjective uncertainty. Our preliminary results show that visualizing the Shannon entropy of categorical action labels can be a promising method to probe subjective uncertainty.

  8. Ambient display, Biofeedback, Lighting interfac...

    Yu, B., Hu, J., Funk, M., & Feijs, L. (2018). DeLight: biofeedback through ambient light for stress intervention and relaxation assistance. Personal and Ubiquitous Computing, 1–19.

    Abstract BibTeX Link to publication 
    @article{8e660094b6624e5abcb84dea509eb093,
  title = {DeLight: biofeedback through ambient light for stress intervention and relaxation assistance},
  keywords = {Ambient display, Biofeedback, Lighting interface, Relaxation, Stress management},
  author = {Yu, Bin and Hu, Jun and Funk, Mathias and Feijs, Loe},
  year = {2018},
  month = may,
  day = {23},
  doi = {10.1007/s00779-018-1141-6},
  language = {English},
  pages = {1--19},
  journal = {Personal and Ubiquitous Computing},
  issn = {1617-4909},
  publisher = {Springer}
}
    Light is a common ambient medium to express additional information in a peripheral and calm way, but it is also an environmental stimulant to create atmosphere, evoke moods, and provide immersive experiences. Through the design of the DeLight system, we aim to establish a biofeedback-driven lighting environment that informs users about their stress level for intervention and assists them in biofeedback relaxation training. In this study, DeLight is interfaced with a heart rate variability biofeedback system with two modes for different purposes: stress intervention and relaxation assistance. We evaluated the prototype of DeLight in two user studies. The results of the first study show that DeLight has the potential for stress intervention; the HRV biofeedback through the changes of ambient light could improve a user’s awareness of stress and trigger behavioral conditioning, such as deep breathing. The results of the second study confirm that DeLight has potential as a new biofeedback interface for relaxation assistance; biofeedback through an immersive lighting environment can support physiological regulation as effectively as graphic biofeedback; it offers enhanced relaxation effects regarding both subjective experience and physiological arousal. These findings suggest that the biofeedback-driven ambient light can perform as persuasive technology in the domain of health self-management. The combination of decorative and informative aspects enables the lighting interface to offer the users a comfortable and relaxing condition for biofeedback-assisted relaxation training.

  9. Funk, M., Eggen, J. H., & Hsu, J. Y.-J. (2018). Designing for systems of smart things. International Journal of Design, 12(1), 1–5.

    Abstract BibTeX 
    @article{e0c425be22444d299f7e1ee3c573e7b5,
  title = {Designing for systems of smart things},
  author = {Funk, M. and Eggen, J.H. and Hsu, {Jane Yung-Jen}},
  year = {2018},
  month = apr,
  day = {30},
  language = {English},
  volume = {12},
  pages = {1--5},
  journal = {International Journal of Design},
  issn = {1991-3761},
  publisher = {National Taiwan University of Science and Technology},
  number = {1}
}
    The Internet of Things has been a success for enterprises and several industrial sectors, but not yet a success for end users in home environments at the fringe of the cloud. Many studies reveal that beyond the initial amazement, connected devices add little value over their unconnected siblings, focus on too narrow use cases in mostly hypothetical scenarios, often fail to provide a good out-of-the-box experience, and are not able to learn and adapt in a meaningful way to our complex contextualized realities. Indeed, what is available commercially often feels like reiterating technological innovation over actually progressing human capabilities and addressing important needs.This special issue started from the observation that after years of struggling to gain a foothold, designing for systems has finally found its place and area of application in design for the Internet of Things (IoT). Designing for systems and design for devices connecting into the Internet of Things have been explored not only in recent years, but already some years ago, when ubiquitous computing and later ambient intelligence emerged. While core insights remain valid, technologies have matured and spread significantly over recent years, bringing connected devices and services into the homes and direct proximity of end users...

  10. designing things, interaction design, social ro...

    Overgoor, C., & Funk, M. (2018, April 21). IdleBot : exploring non-engaging interaction design in personal spaces. Extended Abstracts of the 2018 CHI Conference on Human Factors in Computing Systems.

    Abstract BibTeX Link to publication 
    @inproceedings{08ef5ff7a0f24250994f6ab99cedf19d,
  title = {IdleBot : exploring non-engaging interaction design in personal spaces},
  keywords = {designing things, interaction design, social robots, user experience},
  author = {Overgoor, Caroline and Funk, Mathias},
  year = {2018},
  month = apr,
  day = {21},
  doi = {10.1145/3170427.3186606},
  language = {English},
  isbn = {978-1-4503-5621-3},
  booktitle = {Extended Abstracts of the 2018 CHI Conference on Human Factors in Computing Systems},
  publisher = {ACM Press}
}
    In our personal spaces, we are increasingly surrounded by interactive, connected and engaging "things" that increasingly demand attention and convey a sense of continuous pace. This work showcases how things could be designed from a different perspective: seemingly aware, but intentionally non-engaging. IdleBot is a very furry robotic puppet that is waiting. Unlike many applications in social robotics, IdleBot has neither clear purpose, nor explicit functionality - it merely exists and waits. The subtleness of its interaction, consisting of mostly idle motions, is the starting point to investigate forms of interaction bordering non-interaction situated in a personal context. In two iterations, we designed a fully working interactive prototype that embodies different modes of waiting. The design of waiting behaviors is based on a prior observation study with 20 participants, whose waiting behavior was recorded for each one minute under the false pretense of having to wait for a "real" experiment to start. A Kinect device tracks people in close proximity and allows IdleBot to glance at them in serendipity. The video shows what happened when we released IdleBot into the wild.

  11. Domain modeling, End-user programming, IoT, Sma...

    Funk, M., Chen, L. L., Yang, S. W., & Chen, Y. K. (2018). Addressing the need to capture scenarios, intentions and preferences: interactive intentional programming in the smart home. International Journal of Design, 12(1), 53–66.

    Abstract BibTeX 
    @article{41fefab7fa2e47ffaad427f16f9f4767,
  title = {Addressing the need to capture scenarios, intentions and preferences: interactive intentional programming in the smart home},
  keywords = {Domain modeling, End-user programming, IoT, Smart things, Systems design},
  author = {Funk, Mathias and Chen, {Lin Lin} and Yang, {Shao Wen} and Chen, {Yen Kuang}},
  year = {2018},
  month = apr,
  day = {1},
  language = {English},
  volume = {12},
  pages = {53--66},
  journal = {International Journal of Design},
  issn = {1991-3761},
  publisher = {National Taiwan University of Science and Technology},
  number = {1}
}
    The Internet of Things (IoT) and connected products have become part of the advance of ubiquitous technology into personal and professional living spaces, such as the smart home. What connectivity and distributed computing have made possible, is still programmed only according to more or less simplified rule systems (or in traditional code); the mapping between what end users intend or would value and what can be expressed in rules is not straightforward. This article analyzes the temporal, preferential, technical, and social complexity of mapping end-user intent to rules, and it suggests new concepts to better frame information that needs to be captured to create smart-home systems that better match users’ intents. We need a new approach aimed at first capturing end users’ intentions and potential usage scenarios, then providing this information to a control system that learns to resolve intentions and scenarios for available devices in the context. The new approach should deconstruct and rebuild IoT-related programming at a higher level of abstraction that allows end users to express long-term intentions and short-term preferences, instead of programming rules. Based on related work, a first-person perspective and analysis of current smart-home programming practices, the concept of Interactive Intentional Programming (IIP), is introduced and discussed.

  12. Interaction Design, Internet of Things, Smart t...

    Funk, M. (2018). Designing the fog: towards an intranet of things. CEUR Workshop Proceedings, 2082, 31–38.

    Abstract BibTeX 
    @article{181458ed1bf348179893876eea1c24ca,
  title = {Designing the fog: towards an intranet of things},
  keywords = {Interaction Design, Internet of Things, Smart things, Systems Design},
  author = {Funk, Mathias},
  year = {2018},
  month = jan,
  day = {1},
  language = {English},
  volume = {2082},
  pages = {31--38},
  journal = {CEUR Workshop Proceedings},
  issn = {1613-0073}
}
    The Fog of Things, ubiquitous computing in local contexts, is a reality now. The Internet of Things has arrived, although users use and perceive it rather as Internet of Thing [sic!]. Data and information flows vertically, not horizontally through the connected Everyday and promises of convenience and quality of life are at the mercy of the viability of business models and the benevolence of multi-national commercial entities. This position paper poses that things and connectedness can also be re-thought; products and services can be designed differently: bottom-up and with stronger ideals in place. Systems of connected things can be understood as horizontal autonomous networks of nodes, Intranets, that do not or only seldom connect to external entities for the exchange of data. This paper explains how to conceptualize these systems, proposes the use of system properties to address new design challenges, and concludes with an outlook on future work.

2017

  1. sonification model

    Yu, B., Hu, J., Funk, M., & Feijs, L. (2017). A model of nature soundscape for calm information display. Interacting With Computers, 29(6), 813–823.

    Abstract BibTeX Link to publication 
    @article{e6eb1d62f61e40af9fd8bf88289f911b,
  title = {A model of nature soundscape for calm information display},
  keywords = {sonification model},
  author = {Yu, B. and Hu, J. and Funk, M. and Feijs, L.},
  year = {2017},
  month = nov,
  doi = {10.1093/iwc/iwx007},
  volume = {29},
  pages = {813--823},
  journal = {Interacting With Computers},
  issn = {0953-5438},
  publisher = {Oxford University Press},
  number = {6}
}
    Calm technology has been stressed in designing the interaction with information, especially in ubiquitous computing, peripheral interaction and ambient display. Inspired by the research on calm technology and model-based sonification, we aim to build a model of nature soundscape for supporting calm information display. A three-layer structure is proposed for construction of the nature soundscape. The structure includes seven acoustic parameters. By setting each of seven acoustic parameters into three levels, seven groups of soundscape samples were created and evaluated in an experiment with 20 participants. Each participant was exposed to 21 soundscape samples to assess each sample regarding seven perceptual attributes through a rating scale. Based on the results, a perceptual model is proposed to link the acoustic parameters of individual nature sounds and the perceptual attributes of the nature soundscape. The developed model offers the designers and practitioners a new tool to utilize nature sounds in the design of the auditory display which could support the calm technology.

  2. Jørgensen, A. P., Blaas, J., & Funk, M. (2017). Imaging apparatus and controller for photographing products [Patent].

    Abstract BibTeX 
    @misc{30aa835bacd84b1d925a891fd21cc43a,
  title = {Imaging apparatus and controller for photographing products},
  author = {Jørgensen, A.P. and Blaas, J. and Funk, M.},
  year = {2017},
  month = aug,
  type = {Patent}
}
    The invention provides an all-in-one imaging apparatus for photographing products, particularly suitable for photographing fashion related products such as apparel products, fashion accessories or other life style products. The imaging apparatus comprising a table part, a portable controller for user interaction with the table part, and a storage for storing images. The table part comprises a substantially horizontal table surface for supporting the product, lights, a fixture for fixing a camera, a backlighting system below the table surface, and an embedded system comprising an embedded computer and a wireless communication controller. The embedded computer controls the camera, switches the backlighting system, wirelessly transmits a live stream from the camera to the portable controller, and wirelessly receives instructions from the portable controller.

  3. Funk, M., & van Diggelen, M. R. (2017). Feedback conversations: creating feedback dialogues with a new textual tool for industrial design student feedback. International Journal of Web-Based Learning and Teaching Technologies, 12(4).

    Abstract BibTeX Link to publication 
    @article{51ca9d82135d4731aa09fbb1101a4af7,
  title = {Feedback conversations: creating feedback dialogues with a new textual tool for industrial design student feedback},
  author = {Funk, M. and {van Diggelen}, M.R.},
  year = {2017},
  month = jul,
  doi = {10.4018/IJWLTT.2017100107},
  volume = {12},
  journal = {International Journal of Web-Based Learning and Teaching Technologies},
  issn = {1548-1107},
  publisher = {IGI Global Publishing},
  number = {4}
}
    In this paper, the authors describe how a study of a large database of written university teacher feedback in the department of Industrial Design led to the development of a new conceptual framework for feedback and the design of a new feedback tool. This paper focuses on the translation of related work in the area of feedback mechanisms for higher education into a tailored framework for feedback in the area of Industrial Design, the translation of the existing corpus of data into indicators of feedback quality and how feedback is received and further on used by students in their learning process. The newly developed tool structures teacher feedback into very targeted and highly focused feedback dialogues between teacher and individual students tailored to their individual learning process. The tool is described in this paper with respect to conversational aspects. In the future, the tool will be used actively in Industrial Design education, also with the purpose of further investigating how the quality of written feedback evolves and redesigning educational processes around feedback tools.

  4. Biofeedback, Heart rate variability, Metaphor, ...

    Yu, B., Funk, M., Hu, J., & Feijs, L. M. G. (2017). StressTree: a metaphorical visualization for biofeedbackassisted stress management. In DIS 2017 - Proceedings of the 2017 ACM Conference on Designing Interactive Systems, 10-14 June 2017, Edinburgh, United Kingdom (pp. 333–337). Association for Computing Machinery, Inc.

    Abstract BibTeX Link to publication 
    @inbook{cc205d6e9ce447668167d42196f3a69e,
  title = {StressTree: a metaphorical visualization for biofeedbackassisted stress management},
  keywords = {Biofeedback, Heart rate variability, Metaphor, Stress, Visualization},
  author = {Yu, B. and Funk, M. and Hu, J. and Feijs, L.M.G.},
  year = {2017},
  month = jun,
  doi = {10.1145/3064663.3064729},
  isbn = {978-1-4503-4922-2},
  pages = {333--337},
  booktitle = {DIS 2017 - Proceedings of the 2017 ACM Conference on Designing Interactive Systems, 10-14 June 2017, Edinburgh, United Kingdom},
  publisher = {Association for Computing Machinery, Inc},
  address = {United States}
}
    In today’s highly competitive environment, chronic stress is one of the main reasons for a health problem. To address this, biofeedback techniques have been used to assist in relaxation training and stress management. In this paper, we present ’StressTree,’ a metaphorical visualization of heart rate variability (HRV) biofeedback system. StressTree aims to present HRV data in a more evocative, meaningful way in the context of stress management. The HRV biofeedback system consists of a heartbeat data acquisition unit, a data analysis unit, and a visualization unit. The feedback from interviews in the evaluation shows that StressTree could display different growth pattern during a stressful work or a relaxation training. The participants suggested that the biofeedback interaction through StressTree is explicit and engaging, and brings them a strong motivation to regulate their breathing pattern for a ’healthy-looking’ tree.

  5. Design intervention, Food waste, Interaction de...

    Altarriba, F., Funk, M., Lanzani, S. E., & Torralba, A. (2017). The grumpy bin: reducing food waste through playful social interactions. In DIS 2017 Companion - Proceedings of the 2017 ACM Conference on Designing Interactive Systems (pp. 90–94). Association for Computing Machinery, Inc.

    Abstract BibTeX Link to publication 
    @inbook{46c4b7196e0549a79e13f2ce55af62e0,
  title = {The grumpy bin: reducing food waste through playful social interactions},
  keywords = {Design intervention, Food waste, Interaction design, Playful design, User experience},
  author = {Altarriba, F. and Funk, M. and Lanzani, S.E. and Torralba, A.},
  year = {2017},
  month = jun,
  doi = {10.1145/3064857.3079125},
  pages = {90--94},
  booktitle = {DIS 2017 Companion - Proceedings of the 2017 ACM Conference on Designing Interactive Systems},
  publisher = {Association for Computing Machinery, Inc},
  address = {United States}
}
    Domestic food waste is a world-wide problem that is complex and difficult to tackle as it touches diverse habits and social behaviors. This paper introduces the Grumpy Bin, a smart food waste bin designed for the context of student housing. The Grumpy Bin1 contributes to the state of the art of food waste prevention solutions by challenging the traditional approach on pervasive technology, which is commonly based on system-driven judgements and persuasive data representations. Instead, this design empowers users and their social acquaintances to collectively judge their actions, hence adding a layer of social mediation that is likely to increase the chance for behavior change.

  6. storytelling, mixed reality, user experience, a...

    Nakevska, M., van der Sanden, M. J., Funk, M., Hu, J., & Rauterberg, G. W. M. (2017). Interactive storytelling in a mixed reality environment: the effects of interactivity on user experiences. Entertainment Computing, 21, 97–104.

    Abstract BibTeX Link to publication 
    @article{759a93158b344890b9b33d0ad106b1d0,
  title = {Interactive storytelling in a mixed reality environment: the effects of interactivity on user experiences},
  keywords = {storytelling, mixed reality, user experience, alice, installation, Interactive storytelling, Immersiveness},
  author = {Nakevska, M. and {van der Sanden}, M.J. and Funk, M. and Hu, J. and Rauterberg, G.W.M.},
  year = {2017},
  month = jun,
  doi = {10.1016/j.entcom.2017.01.001},
  volume = {21},
  pages = {97--104},
  journal = {Entertainment Computing},
  issn = {1875-9521},
  publisher = {Elsevier}
}
    Interactive storytelling in a mixed reality environment merges digital and physical information and features. It usually uses an augmentation of the real-world and physically-based interaction to create an immersive experience that corresponds to the dramatic storyline of the interactive narrative influenced by the actions of the user. Immersiveness is a crucial aspect of such an installation, and can be influenced by multiple factors such as video, sounds, interaction and, finally, the density of all combined stimuli. We used one of the stages from our interactive ALICE installation to investigate immersiveness and its contributing factors in a between-group design with a special focus on the effects of interactivity, and the feedback and feedforward stimuli of the environment on the users’ experiences. The study was carried out with 41 participants and the results showed that immersiveness not necessarily depends on the modality of stimuli, but instead on their time-density.

  7. Food waste, Social interaction, Food technology...

    Lim, V., Funk, M., Marcenaro, L., Regazzoni, C. S., & Rauterberg, G. W. M. (2017). Designing for action: an evaluation of social recipes in reducing food waste. International Journal of Human-Computer Studies, 100(April 2017), 18–32.

    Abstract BibTeX Link to publication 
    @article{ceed821cf2404566abf685eab35f9d0b,
  title = {Designing for action: an evaluation of social recipes in reducing food waste},
  keywords = {Food waste, Social interaction, Food technology, Sustainability, Persuasive, Sharing, Computer-supported collaborative work},
  author = {Lim, V. and Funk, M. and Marcenaro, L. and Regazzoni, C.S. and Rauterberg, G.W.M.},
  year = {2017},
  month = apr,
  doi = {10.1016/j.ijhcs.2016.12.005},
  volume = {100},
  pages = {18--32},
  journal = {International Journal of Human-Computer Studies},
  issn = {1071-5819},
  publisher = {Academic Press Inc.},
  number = {April 2017}
}
    Approximately, one-third to half of all food produced globally is wasted. In developed countries, roughly up to half of this food waste comes from consumers. In response to this, the UN has set goals to raise consumer awareness and reduce food waste by 50% before 2030. Our objective is to evaluate how emerging technologies could improve awareness in households. Inspired by future sensing possibilities, we envision a community-based social system that captures in-home food availability and waste patterns and uses this information to support awareness and sustainability. In this work, we describe an evaluation of a component that could be part of such a system. This component or concept, called Social Recipes, aims at encouraging food sharing by suggesting groups of related consumers recipes that are based on ingredients from different individuals or households. To evaluate Social Recipes, we conducted 3 user studies to see how it could raise awareness and reduce food waste and to suggest implications for its design. In the first two studies, we evaluated expected impacts of the concept. The third study was a home deployment, where Social Recipes were sent using technological probes for a more realistic experience. Here, we also evaluated it against the more common method of influence strategy in sustainability research that is restricted to feedback (i.e., eco-feedback). Our main findings showed that Social Recipes has raised awareness of in-home food availability and triggered food-related conversations among participants resulting in knowledge gain. However, Social Recipes alone was not perceived as effective in directly reducing food waste. And therefore, for the design of a community-based social system, we suggest another component to be added to the system that provides eco-feedback. This component was perceived as more effective in reducing food waste with impacts on awareness of waste generation and social surveillance. Overall, the aim of this work is to contribute to an understanding of how Social Recipes could impact consumers and how to design a community-based social (recipe) system that can be integrated in consumers daily activities for effective but pleasurable food waste prevention.

  8. Food waste, Social interaction, Food technology...

    Lim, V., Funk, M., Marcenaro, L., Regazzoni, C. S., & Rauterberg, G. W. M. (2017). Designing for action: an evaluation of social recipes in reducing food waste. International Journal of Human-Computer Studies, 100(April 2017), 18–32.

    BibTeX Link to publication 
    @article{ceed821cf2404566abf685eab35f9d0c,
  title = {Designing for action: an evaluation of social recipes in reducing food waste},
  keywords = {Food waste, Social interaction, Food technology, Sustainability, Persuasive, Sharing, Computer-supported collaborative work},
  author = {Lim, V. and Funk, M. and Marcenaro, L. and Regazzoni, C.S. and Rauterberg, G.W.M.},
  year = {2017},
  month = apr,
  doi = {10.1016/j.ijhcs.2016.12.005},
  volume = {100},
  pages = {18--32},
  journal = {International Journal of Human-Computer Studies},
  issn = {1071-5819},
  publisher = {Academic Press Inc.},
  number = {April 2017}
}

2016

  1. music, improvisation, composition, instrument, ...

    Rios, G. O., Funk, M., & Hengeveld, B. (2016). Designing for group music improvisation: a case for jamming with your emotions. International Journal of Arts and Technology, 9(4), 320–345.

    BibTeX 
    @article{b50437c1b54344688229aa2940365013,
  title = {Designing for group music improvisation: a case for jamming with your emotions},
  keywords = {music, improvisation, composition, instrument, performance, emotions, arousal, expressivity, electro dermal activity, EDA, skin conductivity},
  author = {Rios, {Gustavo Ostos} and Funk, Mathias and Hengeveld, Bart},
  year = {2016},
  volume = {9},
  pages = {320--345},
  journal = {International Journal of Arts and Technology},
  issn = {1754-8853},
  publisher = {Inderscience Publishers},
  number = {4}
}

  2. Learning analytics, Educational data mining, Se...

    Vahdat, M., Carvalho, M. B., Funk, M., Rauterberg, G. W. M., Hu, J., & Anguita, D. (2016). Learning analytics for a puzzle game to discover the puzzle-solving tactics of players. In K. Verbert, M. Sharples , & T. Klobučar (Eds.), Adaptive and Adaptable Learning (pp. 673–677). Springer.

    BibTeX Link to publication 
    @inbook{bb4f6d8db0ca45c2b3b38fad88183d0c,
  title = {Learning analytics for a puzzle game to discover the puzzle-solving tactics of players},
  keywords = {Learning analytics, Educational data mining, Serious games, Technology Enhanced Learning, Puzzle games, Cluster analysis, Process mining},
  author = {Vahdat, M. and Carvalho, M.B. and Funk, M. and Rauterberg, G.W.M. and Hu, J. and Anguita, D.},
  year = {2016},
  doi = {10.1007/978-3-319-45153-4_89},
  isbn = {978-3-319-45152-7},
  series = {LNCS},
  publisher = {Springer},
  pages = {673--677},
  editor = {Verbert, K. and {Sharples }, M. and Klobučar, T.},
  booktitle = {Adaptive and Adaptable Learning}
}

  3. van Diggelen, M. R., Morgan, C. M., Funk, M., & Bruns, M. (2016). Formative assessment: Enriching teaching and learning with formative assesment. Eindhoven University of Technology.

    BibTeX 
    @book{83dcd2800e6148e3a408de339c68cc8c,
  title = {Formative assessment: Enriching teaching and learning with formative assesment},
  author = {{van Diggelen}, M.R. and Morgan, C.M. and Funk, M. and Bruns, M.},
  year = {2016},
  month = jan,
  isbn = {978 90 386 4027 3},
  publisher = {Eindhoven University of Technology}
}

  4. Artistic visualization, Biofeedback, Heart rate...

    Yu, B., Arents, R., Hu, J., Funk, M., & Feijs, L. (2016). Heart calligraphy: an abstract portrait inside the body. In TEI 2016 - Proceedings of the 10th Anniversary Conference on Tangible Embedded and Embodied Interaction (pp. 675–680). Association for Computing Machinery, Inc.

    BibTeX Link to publication 
    @inbook{609586e1ecbe400ba5ab4a883dd219a9,
  title = {Heart calligraphy: an abstract portrait inside the body},
  keywords = {Artistic visualization, Biofeedback, Heart rate variability, Pen plotter},
  author = {Yu, B. and Arents, R. and Hu, J. and Funk, M. and Feijs, L.},
  year = {2016},
  month = feb,
  doi = {10.1145/2839462.2856341},
  isbn = {9781450335829},
  pages = {675--680},
  booktitle = {TEI 2016 - Proceedings of the 10th Anniversary Conference on Tangible Embedded and Embodied Interaction},
  publisher = {Association for Computing Machinery, Inc}
}

  5. Biofeedback, Information visualization, Interac...

    Yu, B., Bongers, N., Van Asseldonk, A., Hu, J., Funk, M., & Feijs, L. M. G. (2016). LivingSurface: biofeedback through shape-changing display. In TEI 2016 : Proceedings of the 10th Anniversary Conference on Tangible Embedded and Embodied Interaction, 14-17 February 2016, Eindhoven, The Netherlands (pp. 168–175). ACM.

    BibTeX Link to publication 
    @inbook{ef98ac4724784647b640072b04e2fa41,
  title = {LivingSurface: biofeedback through shape-changing display},
  keywords = {Biofeedback, Information visualization, Interactive object, Physical display, Shape-changing},
  author = {Yu, B. and Bongers, N. and {Van Asseldonk}, A. and Hu, J. and Funk, M. and Feijs, L.M.G.},
  year = {2016},
  month = feb,
  doi = {10.1145/2839462.2839469},
  isbn = {9781450335829},
  pages = {168--175},
  booktitle = {TEI 2016 : Proceedings of the 10th Anniversary Conference on Tangible Embedded and Embodied Interaction, 14-17 February 2016, Eindhoven, The Netherlands},
  publisher = {ACM}
}

  6. Yu, B., Arents, R., Hu, J., Funk, M., & Feijs, L. M. G. (2016). HeartPlotter : visualizing bio-data by drawing on paper. In CHI EA ’16 Proceedings of the 2016 CHI Conference Extended Abstracts on Human Factors in Computing Systems, 17-19 May 2016, Tokyo, Japan (pp. 1794–1799). ACM.

    BibTeX Link to publication 
    @inbook{f9419bed7c8942f980c1c5e5982527bd,
  title = {HeartPlotter : visualizing bio-data by drawing on paper},
  author = {Yu, B. and Arents, R. and Hu, J. and Funk, M. and Feijs, L.M.G.},
  year = {2016},
  month = may,
  doi = {10.1145/2851581.2892289},
  isbn = {978-1-4503-4082-3},
  pages = {1794--1799},
  booktitle = {CHI EA '16 Proceedings of the 2016 CHI Conference Extended Abstracts on Human Factors in Computing Systems, 17-19 May 2016, Tokyo, Japan},
  publisher = {ACM}
}

  7. Funk, M. (2016). Design and data: strategies for designing information products in team settings. In P. Markopoulos, J.-B. Martens, J. Malins, K. Coninx, & A. Liapis (Eds.), Collaboration in creative design (pp. 351–378). Springer International Publishing.

    BibTeX Link to publication 
    @inbook{be3e134bdd734e3cb498031c4b8dc619,
  title = {Design and data: strategies for designing information products in team settings},
  author = {Funk, M.},
  year = {2016},
  month = may,
  doi = {10.1007/978-3-319-29155-0_17},
  isbn = {978-3-319-29155-0},
  pages = {351--378},
  editor = {Markopoulos, Panos and Martens, Jean-Bernard and Malins, Julian and Coninx, Karin and Liapis, Aggelos},
  booktitle = {Collaboration in creative design},
  publisher = {Springer International Publishing}
}

  8. augmented auditory feedback, tangible interacti...

    Zekveld, J., Funk, M., & Bakker, S. (2016). The tumble clock: bringing users in touch with their snooze time. In Proceedings of the 2016 ACM Conference on Designing Interactive Systems (pp. 900–904). ACM.

    BibTeX Link to publication 
    @inbook{2815b879d6c0483a87944c22d33cb1e4,
  title = {The tumble clock: bringing users in touch with their snooze time},
  keywords = {augmented auditory feedback, tangible interaction, user experience},
  author = {Zekveld, J. and Funk, M. and Bakker, S.},
  year = {2016},
  month = jun,
  doi = {10.1145/2901790.2901857},
  isbn = {978-1-4503-4031-1},
  series = {DIS '16},
  publisher = {ACM},
  pages = {900--904},
  booktitle = {Proceedings of the 2016 ACM Conference on Designing Interactive Systems}
}

  9. Algorithmic stability, Exploratory experiments ...

    Vahdat, M., Oneto, L., Anguita, D., Funk, M., & Rauterberg, G. W. M. (2016). Can machine learning explain human learning? Neurocomputing, 192, 14–28.

    BibTeX Link to publication 
    @article{3a6dcb8b5d534afebc8f890672c27dd5,
  title = {Can machine learning explain human learning?},
  keywords = {Algorithmic stability, Exploratory experiments on students, Human learning, Machine learning, Rademacher Complexity},
  author = {Vahdat, M. and Oneto, L. and Anguita, D. and Funk, M. and Rauterberg, G.W.M.},
  year = {2016},
  month = jun,
  doi = {10.1016/j.neucom.2015.11.100},
  volume = {192},
  pages = {14--28},
  journal = {Neurocomputing},
  issn = {0925-2312},
  publisher = {Elsevier}
}

  10. Li, W., Elderman, J., Hoogerwoord, E., Funk, M., & Brombacher, A. C. (2016). MetricScalpel: analyzing massive diagnostic outcomes with exploratory data visualization. 9–11.

    BibTeX Link to publication 
    @conference{a64e2d05769145ff889e56298bef6941,
  title = {MetricScalpel: analyzing massive diagnostic outcomes with exploratory data visualization},
  author = {Li, W. and Elderman, J. and Hoogerwoord, E. and Funk, M. and Brombacher, A.C.},
  year = {2016},
  month = jun,
  doi = {10.2312/eurp.20161129},
  pages = {9--11}
}

  11. Electronic mail, Facebook, Google, Prototypes, ...

    Muñoz-Alcántara, J., Kosnar, P., Funk, M., & Markopoulos, P. (2016). Peepdeck : a dashboard for the distributed design studio. In 2016 Federated Conference on Computer Science and Information Systems (FedCSIS), 11-14 September 2016, Gdansk, Poland (pp. 1663–1670). IEEE.

    BibTeX Link to publication 
    @inbook{f2e56c1613254591a95db6749a4d1045,
  title = {Peepdeck : a dashboard for the distributed design studio},
  keywords = {Electronic mail, Facebook, Google, Prototypes, Teamwork, User interfaces},
  author = {Muñoz-Alcántara, J. and Kosnar, P. and Funk, M. and Markopoulos, P.},
  year = {2016},
  month = sep,
  doi = {10.15439/2016F504},
  isbn = {978-1-5090-0046-3},
  pages = {1663--1670},
  booktitle = {2016 Federated Conference on Computer Science and Information Systems (FedCSIS), 11-14 September 2016, Gdansk, Poland},
  publisher = {IEEE}
}

  12. Yu, B., Hu, J., Funk, M., & Feijs, L. M. G. (2016). A study on user acceptance of different auditory content for relaxation. In AM ’16 Proceedings of the Audio Mostly 2016, Norrköping, Sweden — October 04 - 06, 2016 (pp. 69–76). ACM.

    BibTeX Link to publication 
    @inbook{3e6878936a7049b989b321221a7f26d4,
  title = {A study on user acceptance of different auditory content for relaxation},
  author = {Yu, B. and Hu, J. and Funk, M. and Feijs, L.M.G.},
  year = {2016},
  month = oct,
  doi = {10.1145/2986416.2986418},
  isbn = {978-1-4503-4822-5},
  pages = {69--76},
  booktitle = {AM '16 Proceedings of the Audio Mostly 2016, Norrköping, Sweden — October 04 - 06, 2016},
  publisher = {ACM}
}

  13. Yu, B., Arents, R., Funk, M., Hu, J., & Feijs, L. M. G. (2016). Heart Bloom.

    BibTeX 
    @misc{6acd89baf8f04b7fb61d834d771149c5,
  title = {Heart Bloom},
  author = {Yu, B. and Arents, R. and Funk, M. and Hu, J. and Feijs, L.M.G.},
  year = {2016},
  month = oct
}

  14. Ostos Rios, G. A., Funk, M., & Hengeveld, B. J. (2016). Designing for group music improvisation: a case for jamming with your emotions. International Journal of Arts and Technology, 9(4), 320–345.

    BibTeX Link to publication 
    @article{89fe34ce63e141ad90554f99dc980db5,
  title = {Designing for group music improvisation: a case for jamming with your emotions},
  author = {{Ostos Rios}, G.A. and Funk, M. and Hengeveld, B.J.},
  year = {2016},
  month = dec,
  doi = {10.1504/IJART.2016.10002396},
  volume = {9},
  pages = {320--345},
  journal = {International Journal of Arts and Technology},
  issn = {1754-8853},
  publisher = {Inderscience Publishers},
  number = {4}
}

2015

  1. Muñoz-Alcántara, J., Markopoulos, P., & Funk, M. (2015). Social Media as ad hoc Design Collaboration Tools. European Conference on Cognitive Ergonomics.

    BibTeX 
    @inproceedings{munozsocial,
  author = {Mu\~{n}oz-Alc\'{a}ntara, Jes\'{u}s and Markopoulos, Panos and Funk, Mathias},
  citeulike-article-id = {13842972},
  journal = {European Conference on Cognitive Ergonomics},
  location = {Warsaw, Poland},
  posted-at = {2015-11-20 20:34:27},
  priority = {0},
  title = {Social Media as ad hoc Design Collaboration Tools},
  year = {2015}
}

  2. Van Diggelen, M., & Funk, M. (2015). Stimulating feedback conversations: Evaluation of a Textual Feedback Tool for Industrial Design Education. Sefi.

    BibTeX 
    @book{van2015stimulating,
  author = {Van Diggelen, M. and Funk, M.},
  citeulike-article-id = {13842971},
  posted-at = {2015-11-20 20:34:27},
  priority = {0},
  publisher = {Sefi},
  title = {Stimulating feedback conversations: Evaluation of a Textual Feedback Tool for Industrial Design Education.},
  year = {2015}
}

  3. Lim, V., Funk, M., Rauterberg, M., Marcenaro, L., & Regazzoni, C. (2015). E-COmate: What’s Your Non-consumption? In Advances in Computational Intelligence (pp. 486–499). Springer International Publishing.

    BibTeX 
    @incollection{lim2015comate,
  author = {Lim, Veranika and Funk, Mathias and Rauterberg, Matthias and Marcenaro, Lucio and Regazzoni, Carlo},
  booktitle = {Advances in Computational Intelligence},
  citeulike-article-id = {13842970},
  pages = {486--499},
  posted-at = {2015-11-20 20:34:26},
  priority = {0},
  publisher = {Springer International Publishing},
  title = {{E-COmate}: What's Your Non-consumption?},
  year = {2015}
}

  4. Vahdat, M., Oneto, L., Anguita, D., Funk, M., & Rauterberg, M. (2015). A Learning Analytics Approach to Correlate the Academic Achievements of Students with Interaction Data from an Educational Simulator. In Design for Teaching and Learning in a Networked World (pp. 352–366). Springer International Publishing.

    BibTeX 
    @incollection{vahdat2015learning,
  author = {Vahdat, Mehrnoosh and Oneto, Luca and Anguita, Davide and Funk, Mathias and Rauterberg, Matthias},
  booktitle = {Design for Teaching and Learning in a Networked World},
  citeulike-article-id = {13842969},
  pages = {352--366},
  posted-at = {2015-11-20 20:33:54},
  priority = {0},
  publisher = {Springer International Publishing},
  title = {A Learning Analytics Approach to Correlate the Academic Achievements of Students with Interaction Data from an Educational Simulator},
  year = {2015}
}

  5. Yu, B., Feijs, L., Funk, M., & Hu, J. (2015). Breathe with Touch: A Tactile Interface for Breathing Assistance System. In Human-Computer Interaction–INTERACT 2015 (pp. 45–52). Springer International Publishing.

    BibTeX 
    @incollection{yu2015breathe,
  author = {Yu, Bin and Feijs, Loe and Funk, Mathias and Hu, Jun},
  booktitle = {Human-Computer Interaction--INTERACT 2015},
  citeulike-article-id = {13842968},
  pages = {45--52},
  posted-at = {2015-11-20 20:33:54},
  priority = {0},
  publisher = {Springer International Publishing},
  title = {Breathe with Touch: A Tactile Interface for Breathing Assistance System},
  year = {2015}
}

  6. Vahdat, M., Oneto, L., Ghio, A., Anguita, D., Funk, M., & Rauterberg, M. (2015). Human algorithmic stability and human rademacher complexity. European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning.

    BibTeX 
    @article{vahdat2015human,
  author = {Vahdat, Mehrnoosh and Oneto, Luca and Ghio, Alessandro and Anguita, Davide and Funk, Mathias and Rauterberg, Matthias},
  citeulike-article-id = {13842967},
  journal = {European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning},
  posted-at = {2015-11-20 20:33:54},
  priority = {0},
  title = {Human algorithmic stability and human rademacher complexity},
  year = {2015}
}

  7. Vahdat, M., Ghio, A., Oneto, L., Anguita, D., Funk, M., & Rauterberg, M. (2015). Advances in learning analytics and educational data mining. European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning.

    BibTeX 
    @article{vahdat2015advances,
  author = {Vahdat, Mehrnoosh and Ghio, Alessandro and Oneto, Luca and Anguita, Davide and Funk, Mathias and Rauterberg, Matthias},
  citeulike-article-id = {13842966},
  journal = {European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning},
  posted-at = {2015-11-20 20:33:53},
  priority = {0},
  title = {Advances in learning analytics and educational data mining},
  year = {2015}
}

2014

  1. Feijs, L., Funk, M., & Yu, B. (2014). Design of Direct Audio Feedback for Heart Beat and Heart Beat Variability. APPLIED PSYCHOPHYSIOLOGY AND BIOFEEDBACK, 39(2), 147.

    BibTeX 
    @inproceedings{feijs2014design,
  author = {Feijs, Loe and Funk, Mathias and Yu, Bin},
  booktitle = {APPLIED PSYCHOPHYSIOLOGY AND BIOFEEDBACK},
  citeulike-article-id = {13842990},
  number = {2},
  organization = {SPRINGER/PLENUM PUBLISHERS 233 SPRING ST, NEW YORK, NY 10013 USA},
  pages = {147},
  posted-at = {2015-11-20 20:42:57},
  priority = {0},
  title = {Design of Direct Audio Feedback for Heart Beat and Heart Beat Variability},
  volume = {39},
  year = {2014}
}

  2. Lim, V., Yalvaç, F., Funk, M., Hu, J., & Rauterberg, M. (2014). Can we reduce waste and waist together through EUPHORIA? Pervasive Computing and Communications Workshops (PERCOM Workshops), 2014 IEEE International Conference On, 382–387.

    BibTeX 
    @inproceedings{lim2014can,
  author = {Lim, Veranika and Yalva{\c{c}}, Fulya and Funk, Mathias and Hu, Jun and Rauterberg, Matthias},
  booktitle = {Pervasive Computing and Communications Workshops (PERCOM Workshops), 2014 IEEE International Conference on},
  citeulike-article-id = {13842989},
  organization = {IEEE},
  pages = {382--387},
  posted-at = {2015-11-20 20:42:29},
  priority = {0},
  title = {Can we reduce waste and waist together through {EUPHORIA}?},
  year = {2014}
}

  3. Yalvaç, F., Lim, V., Hu, J., Funk, M., & Rauterberg, M. (2014). Social recipe recommendation to reduce food waste. CHI’14 Extended Abstracts on Human Factors in Computing Systems, 2431–2436.

    BibTeX 
    @inproceedings{yalvacc2014social,
  author = {Yalva{\c{c}}, Fulya and Lim, Veranika and Hu, Jun and Funk, Mathias and Rauterberg, Matthias},
  booktitle = {CHI'14 Extended Abstracts on Human Factors in Computing Systems},
  citeulike-article-id = {13842988},
  organization = {ACM},
  pages = {2431--2436},
  posted-at = {2015-11-20 20:42:29},
  priority = {0},
  title = {Social recipe recommendation to reduce food waste},
  year = {2014}
}

  4. Hu, J., Frens, J., Funk, M., Wang, F., & Zhang, Y. (2014). Design for Social Interaction in Public Spaces. Cross-Cultural Design: 6th International Conference, CCD 2014, Held as Part of HCI International 2014, Heraklion, Crete, Greece, June 22-27, 2014. Proceedings, 287–298.

    BibTeX 
    @article{hu2014design,
  author = {Hu, Jun and Frens, Joep and Funk, Mathias and Wang, Feng and Zhang, Yu},
  citeulike-article-id = {13842987},
  journal = {Cross-Cultural Design: 6th International Conference, CCD 2014, Held as Part of HCI International 2014, Heraklion, Crete, Greece, June 22-27, 2014. Proceedings},
  pages = {287--298},
  posted-at = {2015-11-20 20:42:29},
  priority = {0},
  publisher = {Springer International Publishing},
  title = {Design for Social Interaction in Public Spaces},
  year = {2014}
}

  5. van Hout, B., Funk, M., Giacolini, L., Frens, J., & Hengeveld, B. (2014). Experio: a Design for Novel Audience Participation in Club Settings. https://pure.tue.nl/ws/files/3759307/38783557275911.pdf

    URL BibTeX 
    @article{vanexperio,
  author = {van Hout, Bastiaan and Funk, Mathias and Giacolini, Luca and Frens, Joep and Hengeveld, Bart},
  citeulike-article-id = {13842985},
  priority = {0},
  year = {2014},
  url = {https://pure.tue.nl/ws/files/3759307/38783557275911.pdf},
  title = {Experio: a Design for Novel Audience Participation in Club Settings}
}

  6. Hengeveld, B., Funk, M., & Doing, V. (2014). Beat my bass, pluck my drum. Proceedings of the 2014 Companion Publication on Designing Interactive Systems, 49–52.

    BibTeX 
    @inproceedings{hengeveld2014beat,
  author = {Hengeveld, Bart and Funk, Mathias and Doing, Vleer},
  booktitle = {Proceedings of the 2014 companion publication on Designing interactive systems},
  citeulike-article-id = {13842984},
  organization = {ACM},
  pages = {49--52},
  posted-at = {2015-11-20 20:42:29},
  priority = {0},
  title = {Beat my bass, pluck my drum},
  year = {2014}
}

  7. Funk, M., & van Diggelen, M. (2014). Feeding a monster or doing good? Mining Industrial Design Student Feedback at Large. Proceedings of the 2014 Workshop on Interaction Design in Educational Environments, 59.

    BibTeX 
    @inproceedings{funk2014feeding,
  author = {Funk, Mathias and van Diggelen, Migchiel},
  booktitle = {Proceedings of the 2014 Workshop on Interaction Design in Educational Environments},
  citeulike-article-id = {13842983},
  organization = {ACM},
  pages = {59},
  posted-at = {2015-11-20 20:42:29},
  priority = {0},
  title = {Feeding a monster or doing good? Mining Industrial Design Student Feedback at Large},
  year = {2014}
}

  8. Zhang, Y., Frens, J., Funk, M., Hu, J., & Rauterberg, M. (2014). Scripting Interactive Art Installations in Public Spaces. In Human-Computer Interaction. Theories, Methods, and Tools (pp. 157–166). Springer International Publishing.

    BibTeX 
    @incollection{zhang2014scripting,
  author = {Zhang, Yu and Frens, Joep and Funk, Mathias and Hu, Jun and Rauterberg, Matthias},
  booktitle = {Human-Computer Interaction. Theories, Methods, and Tools},
  citeulike-article-id = {13842982},
  pages = {157--166},
  posted-at = {2015-11-20 20:42:29},
  priority = {0},
  publisher = {Springer International Publishing},
  title = {Scripting Interactive Art Installations in Public Spaces},
  year = {2014}
}

  9. Nakevska, M., Funk, M., Hu, J., Eggen, B., & Rauterberg, M. (2014). Interactive Storytelling in a Mixed Reality Environment: How Does Sound Design and Users’ Preknowledge of the Background Story Influence the User Experience? In Interactive Storytelling (pp. 188–195). Springer International Publishing.

    BibTeX 
    @incollection{nakevska2014interactive,
  author = {Nakevska, Marija and Funk, Mathias and Hu, Jun and Eggen, Berry and Rauterberg, Matthias},
  booktitle = {Interactive Storytelling},
  citeulike-article-id = {13842981},
  pages = {188--195},
  posted-at = {2015-11-20 20:42:29},
  priority = {0},
  publisher = {Springer International Publishing},
  title = {Interactive Storytelling in a Mixed Reality Environment: How Does Sound Design and Users' Preknowledge of the Background Story Influence the User Experience?},
  year = {2014}
}

  10. Lim, V., Janmaat, J., Jense, A., & Funk, M. (2014). Eco-feedback for non-consumption. Proceedings of the 2014 ACM International Joint Conference on Pervasive and Ubiquitous Computing: Adjunct Publication, 99–102.

    BibTeX 
    @inproceedings{lim2014eco,
  author = {Lim, Veranika and Janmaat, Joes and Jense, Arvid and Funk, Mathias},
  booktitle = {Proceedings of the 2014 ACM International Joint Conference on Pervasive and Ubiquitous Computing: Adjunct Publication},
  citeulike-article-id = {13842980},
  organization = {ACM},
  pages = {99--102},
  posted-at = {2015-11-20 20:42:29},
  priority = {0},
  title = {Eco-feedback for non-consumption},
  year = {2014}
}

  11. Rauterberg, R. A. (2014). Interfacing with Adaptive Systems. Automation, Control and Intelligent Systems, 2(4), 53–61.

    BibTeX 
    @article{rene2014interfacing,
  author = {Rauterberg, Ren{\'{e}} A.},
  citeulike-article-id = {13842979},
  journal = {Automation, Control and Intelligent Systems},
  number = {4},
  pages = {53--61},
  posted-at = {2015-11-20 20:42:29},
  priority = {0},
  publisher = {Science Publishing Group},
  title = {Interfacing with Adaptive Systems},
  volume = {2},
  year = {2014}
}

  12. Hu, J., Funk, M., Zhang, Y., & Wang, F. (2014). Designing Interactive Public Art Installations: New Material Therefore New Challenges. In Entertainment Computing–ICEC 2014 (pp. 199–206). Springer Berlin Heidelberg.

    BibTeX 
    @incollection{hu2014designing,
  author = {Hu, Jun and Funk, Mathias and Zhang, Yu and Wang, Feng},
  booktitle = {Entertainment Computing--ICEC 2014},
  citeulike-article-id = {13842978},
  pages = {199--206},
  posted-at = {2015-11-20 20:42:29},
  priority = {0},
  publisher = {Springer Berlin Heidelberg},
  title = {Designing Interactive Public Art Installations: New Material Therefore New Challenges},
  year = {2014}
}

  13. Vahdat, M., Oneto, L., Ghio, A., Donzellini, G., Anguita, D., Funk, M., & Rauterberg, M. (2014). A Learning Analytics Methodology to Profile Students Behavior and Explore Interactions with a Digital Electronics Simulator. In Open Learning and Teaching in Educational Communities (pp. 596–597). Springer International Publishing.

    BibTeX 
    @incollection{vahdat2014learning,
  author = {Vahdat, Mehrnoosh and Oneto, Luca and Ghio, Alessandro and Donzellini, Giuliano and Anguita, Davide and Funk, Mathias and Rauterberg, Matthias},
  booktitle = {Open Learning and Teaching in Educational Communities},
  citeulike-article-id = {13842977},
  pages = {596--597},
  posted-at = {2015-11-20 20:42:29},
  priority = {0},
  publisher = {Springer International Publishing},
  title = {A Learning Analytics Methodology to Profile Students Behavior and Explore Interactions with a Digital Electronics Simulator},
  year = {2014}
}

  14. Band, J., Funk, M., Peters, P., & Hengeveld, B. (2014). Varianish: Jamming with Pattern Repetition. EAI Endorsed Transactions on Creative Technologies, 14(1).

    BibTeX 
    @article{band2014varianish,
  author = {Band, Jort and Funk, Mathias and Peters, Peter and Hengeveld, Bart},
  citeulike-article-id = {13842976},
  journal = {EAI Endorsed Transactions on Creative Technologies},
  number = {1},
  posted-at = {2015-11-20 20:42:29},
  priority = {0},
  publisher = {ICST},
  title = {Varianish: Jamming with Pattern Repetition},
  volume = {14},
  year = {2014}
}

  15. Lim, V., Yalvaç, F., Funk, M., Hu, J., Rauterberg, M., Regazzoni, C., & Marcenaro, L. (2014). Design implications for a community-based social recipe system. Sustainable Technologies (WCST), 2014 World Congress On, 19–26.

    BibTeX 
    @inproceedings{lim2014design,
  author = {Lim, Veranika and Yalva{\c{c}}, Fulya and Funk, Mathias and Hu, Jun and Rauterberg, Matthias and Regazzoni, Carlo and Marcenaro, Lucio},
  booktitle = {Sustainable Technologies (WCST), 2014 World Congress on},
  citeulike-article-id = {13842974},
  organization = {IEEE},
  pages = {19--26},
  posted-at = {2015-11-20 20:42:29},
  priority = {0},
  title = {Design implications for a community-based social recipe system},
  year = {2014}
}

  16. Liapis, A., Kantorovitch, J., Malins, J., Zafeiropoulos, A., Haesen, M., Gutierrez Lopez, M., Funk, M., Alcantara, J., Moore, J.-P., & Maciver, F. (2014). COnCEPT-Developing Intelligent Information Systems to Support Colloborative Working Across Design Teams.

    BibTeX 
    @article{liapis2014concept,
  author = {Liapis, Aggelos and Kantorovitch, Julia and Malins, Julian and Zafeiropoulos, Anastasios and Haesen, Mieke and Gutierrez Lopez, Marisela and Funk, Mathias and Alcantara, Jesus and Moore, John-Paul and Maciver, Fiona},
  citeulike-article-id = {13842973},
  posted-at = {2015-11-20 20:42:29},
  priority = {0},
  publisher = {SciTePress},
  title = {{COnCEPT}-Developing Intelligent Information Systems to Support Colloborative Working Across Design Teams},
  year = {2014}
}

2013

  1. Hengeveld, B., Frens, J., & Funk, M. (2013). Investigating How To Design For Systems Through Designing A Group Music Improvisation System. Proceedings of the IASDR Conference.

    BibTeX 
    @article{hengeveld2013investigating,
  author = {Hengeveld, Bart and Frens, Joep and Funk, Mathias},
  citeulike-article-id = {13842986},
  journal = {Proceedings of the IASDR conference},
  posted-at = {2015-11-20 20:42:29},
  priority = {0},
  title = {Investigating How To Design For Systems Through Designing A Group Music Improvisation System},
  year = {2013}
}

  2. Rios, G. O., Funk, M., Hengeveld, B., & Frens, J. (2013). EMjam: Jam with your Emotions. Design and Semantics of Form and Movement (DeSForM), 128.

    BibTeX 
    @article{rios2013emjam,
  author = {Rios, Gustavo O. and Funk, Mathias and Hengeveld, Bart and Frens, Joep},
  citeulike-article-id = {13842975},
  journal = {Design and semantics of form and movement (DeSForM)},
  pages = {128},
  posted-at = {2015-11-20 20:42:29},
  priority = {0},
  title = {{EMjam}: Jam with your Emotions},
  year = {2013}
}

  3. Conci, M., Dignum, V., Funk, M., & Heylen, D. (2013). Proceedings of the Computer As Social Actors (CASA 2013) workshop. In M. Conci, V. Dignum, M. Funk, & D. Heylen (Eds.), Proceedings of the Computers as Social Actors (CASA) workshop at IVA’13 (Vol. 1119, pp. 1–8). CEUR Workshop Proceedings. http://ceur-ws.org/Vol-1119/

    URL BibTeX 
    @proceedings{citeulike:12944160,
  author = {Conci, Mario and Dignum, Virginia and Funk, Mathias and Heylen, Dirk},
  booktitle = {Proceedings of the Computers as Social Actors (CASA) workshop at IVA'13},
  citeulike-article-id = {12944160},
  citeulike-linkout-0 = {http://ceur-ws.org/Vol-1119/},
  citeulike-linkout-1 = {http://ceur-ws.org/Vol-1119/preface.pdf},
  day = {28},
  editor = {Conci, Mario and Dignum, Virginia and Funk, Mathias and Heylen, Dirk},
  issn = {1613-0073},
  month = aug,
  pages = {1--8},
  posted-at = {2014-02-01 12:20:54},
  priority = {0},
  publisher = {CEUR Workshop Proceedings},
  school = {RWTH Aachen University},
  title = {Proceedings of the Computer As Social Actors ({CASA} 2013) workshop},
  url = {http://ceur-ws.org/Vol-1119/},
  volume = {1119},
  year = {2013}
}

  4. dsce, eindhoven, poster

    Funk, M., Hu, J., & Rauterberg, M. (2013, December). Impact of Social Behavior at Scientific Conferences on Publication Citations. http://www.tue.nl/fileadmin/content/faculteiten/win/DSCE/Symposium/DSCEposter_Spotme.pdf

    URL BibTeX 
    @inproceedings{citeulike:12944148,
  author = {Funk, Mathias and Hu, Jun and Rauterberg, Matthias},
  citeulike-article-id = {12944148},
  citeulike-linkout-0 = {http://www.tue.nl/fileadmin/content/faculteiten/win/DSCE/Symposium/DSCEposter\_Spotme.pdf},
  institution = {Data Science Center Eindhoven},
  keywords = {dsce, eindhoven, poster},
  location = {Eindhoven, Netherlands},
  month = dec,
  posted-at = {2014-02-01 12:11:09},
  priority = {0},
  school = {Eindhoven University of Technology},
  title = {Impact of Social Behavior at Scientific Conferences on Publication Citations},
  url = {http://www.tue.nl/fileadmin/content/faculteiten/win/DSCE/Symposium/DSCEposter\_Spotme.pdf},
  year = {2013}
}

  5. dsce, eindhoven, poster

    Ayuningtyas, C. H., Funk, M., Hitz, M., Hu, J., & Rauterberg, M. (2013, December). Analyzing Ambient Sensor Data for Multi-User Home Activity Monitoring and Recognition. http://www.tue.nl/fileadmin/content/faculteiten/win/DSCE/Symposium/DSCEposter-Smarthome.pdf

    URL BibTeX 
    @inproceedings{citeulike:12944147,
  author = {Ayuningtyas, Chitra H. and Funk, Mathias and Hitz, Martin and Hu, Jun and Rauterberg, Matthias},
  citeulike-article-id = {12944147},
  citeulike-linkout-0 = {http://www.tue.nl/fileadmin/content/faculteiten/win/DSCE/Symposium/DSCEposter-Smarthome.pdf},
  institution = {Data Science Center Eindhoven},
  keywords = {dsce, eindhoven, poster},
  location = {Eindhoven, Netherlands},
  month = dec,
  posted-at = {2014-02-01 12:10:07},
  priority = {0},
  school = {Eindhoven University of Technology},
  title = {Analyzing Ambient Sensor Data for {Multi-User} Home Activity Monitoring and Recognition},
  url = {http://www.tue.nl/fileadmin/content/faculteiten/win/DSCE/Symposium/DSCEposter-Smarthome.pdf},
  year = {2013}
}

  6. dsce, eindhoven, poster

    Funk, M. (2013, December). Adaptive Observation: Design Tools for Data. http://www.tue.nl/fileadmin/content/faculteiten/win/DSCE/Symposium/DSCEposter-Datadesign.pdf

    URL BibTeX 
    @inproceedings{citeulike:12944146,
  author = {Funk, Mathias},
  citeulike-article-id = {12944146},
  citeulike-linkout-0 = {http://www.tue.nl/fileadmin/content/faculteiten/win/DSCE/Symposium/DSCEposter-Datadesign.pdf},
  institution = {Data Science Center Eindhoven},
  keywords = {dsce, eindhoven, poster},
  location = {Eindhoven, Netherlands},
  month = dec,
  posted-at = {2014-02-01 12:09:06},
  priority = {0},
  school = {Eindhoven University of Technology},
  title = {Adaptive Observation: Design Tools for Data},
  url = {http://www.tue.nl/fileadmin/content/faculteiten/win/DSCE/Symposium/DSCEposter-Datadesign.pdf},
  year = {2013}
}

  7. actors, art, as, attractiveness, computers, con...

    Hu, J., Le, D., Funk, M., Wang, F., & Rauterberg, M. (2013, November 21). Evaluating Attractiveness of an Interactive Public Art Installation (in Chinese).

    BibTeX 
    @inproceedings{citeulike:12944140,
  author = {Hu, Jun and Le, Duy and Funk, Mathias and Wang, Feng and Rauterberg, Matthias},
  citeulike-article-id = {12944140},
  day = {21-24},
  keywords = {actors, art, as, attractiveness, computers, connectedness, installation, interactive, public, social},
  month = nov,
  posted-at = {2014-02-01 11:52:53},
  priority = {0},
  title = {Evaluating Attractiveness of an Interactive Public Art Installation (in Chinese)},
  year = {2013}
}

  8. 2013, patent

    Blaas, J., Funk, M., & Jørgensen, A. P. (2013). Imaging apparatus and controller for photographing products. Google Patents. https://www.google.com/patents/WO2012149983A1?cl=en

    URL BibTeX 
    @misc{stylehoots,
  author = {Blaas, Jorik and Funk, Mathias and J{\o}rgensen, Anders P.},
  citeulike-article-id = {12944136},
  citeulike-linkout-0 = {https://www.google.com/patents/WO2012149983A1?cl=en},
  howpublished = {Patent},
  keywords = {2013, patent},
  month = jul,
  note = {WO Patent App. PCT/EP2011/061,652},
  posted-at = {2014-02-01 11:47:48},
  priority = {0},
  publisher = {Google Patents},
  title = {Imaging apparatus and controller for photographing products},
  url = {https://www.google.com/patents/WO2012149983A1?cl=en},
  year = {2013}
}

  9. data, design, wellbeing

    Megens, C. J. P. G., Peeters, M. M. R., Funk, M., Hummels, C. C. M., & Brombacher, A. C. (2013). New craftsmanship in industrial design towards a transformation economy. Proceedings of the 10th European Academy of Design Conference - Crafting the Future. http://purl.tue.nl/391669110424131.pdf

    URL Abstract BibTeX 
    @article{citeulike:12778477,
  author = {Megens, C. J. P. G. and Peeters, M. M. R. and Funk, M. and Hummels, C. C. M. and Brombacher, A. C.},
  citeulike-article-id = {12778477},
  citeulike-linkout-0 = {http://purl.tue.nl/391669110424131.pdf},
  citeulike-linkout-1 = {http://repository.tue.nl/750577},
  journal = {Proceedings of the 10th European Academy of Design Conference - Crafting the Future},
  keywords = {data, design, wellbeing},
  location = {Gothenburg, Sweden},
  month = apr,
  posted-at = {2013-11-10 11:02:46},
  priority = {0},
  title = {New craftsmanship in industrial design towards a transformation economy},
  url = {http://purl.tue.nl/391669110424131.pdf},
  year = {2013}
}
    Historically, design focused on ’the giving of form and meaning,’ taking place in design studios, workshops or laboratories. Grown from a traditional craft (artisan) activity, design was often about creative problem solving. Meanwhile technology has been advancing, allowing designers to create highly complex interactive and intelligent products and systems in our everyday life. Through these new technological possibilities, new design opportunities can be explored. In our society we are currently facing a number of complex major challenges e.g., healthy living, the economic recession, safety and attaining a sustainable level of energy and material consumption. Disruptive innovations are needed to create structural and sustainable societal change to face these challenges. In many cases these innovations cannot be obtained through traditional problem-solving design approaches. This brings new challenges for modern designers and inevitably entails questions about design, the role of the designer and the design process. In this conceptual paper, we describe our proposal for a new craftsmanship of the designer, based on taking the design process into the wild towards real people in their own environments. By using a Research through-Design approach we see new roles for designers and accompanying crafts, competencies and design processes.

  10. actors, art, as, attractiveness, computers, con...

    Hu, J., Le, D., Funk, M., Wang, F., & Rauterberg, M. (2013). Attractiveness of an Interactive Public Art Installation. In N. Streitz & C. Stephanidis (Eds.), Distributed, Ambient, and Pervasive Interactions (Vol. 8028, pp. 430–438). Springer Berlin Heidelberg.

    URL BibTeX Link to publication 
    @inproceedings{citeulike:12701501,
  author = {Hu, Jun and Le, Duy and Funk, Mathias and Wang, Feng and Rauterberg, Matthias},
  booktitle = {Distributed, Ambient, and Pervasive Interactions},
  citeulike-article-id = {12701501},
  citeulike-linkout-0 = {http://dx.doi.org/10.1007/978-3-642-39351-8\_47},
  citeulike-linkout-1 = {http://dx.doi.org/10.1007/978-3-642-39351-8\_40},
  day = {21-26},
  doi = {10.1007/978-3-642-39351-8\_47},
  editor = {Streitz, Norbert and Stephanidis, Constantine},
  isbn = {978-3-642-39350-1},
  keywords = {actors, art, as, attractiveness, computers, connectedness, installation, interactive, public, social},
  month = jul,
  pages = {430--438},
  posted-at = {2013-10-07 21:13:14},
  priority = {0},
  publisher = {Springer Berlin Heidelberg},
  series = {Lecture Notes in Computer Science},
  title = {Attractiveness of an Interactive Public Art Installation},
  url = {http://dx.doi.org/10.1007/978-3-642-39351-8\_47},
  volume = {8028},
  year = {2013}
}

  11. co-creation, design, improvisation, interaction...

    Funk, M., Hengeveld, B., Frens, J., & Rauterberg, M. (2013). Aesthetics and Design for Group Music Improvisation. In N. Streitz & C. Stephanidis (Eds.), Distributed, Ambient, and Pervasive Interactions (Vol. 8028, pp. 368–377). Springer Berlin Heidelberg.

    URL BibTeX Link to publication 
    @inproceedings{citeulike:12701497,
  author = {Funk, Mathias and Hengeveld, Bart and Frens, Joep and Rauterberg, Matthias},
  booktitle = {Distributed, Ambient, and Pervasive Interactions},
  citeulike-article-id = {12701497},
  citeulike-linkout-0 = {http://dx.doi.org/10.1007/978-3-642-39351-8\_40},
  day = {21-26},
  doi = {10.1007/978-3-642-39351-8\_40},
  editor = {Streitz, Norbert and Stephanidis, Constantine},
  isbn = {978-3-642-39350-1},
  keywords = {co-creation, design, improvisation, interaction, music, system},
  month = jul,
  pages = {368--377},
  posted-at = {2013-10-07 21:12:13},
  priority = {0},
  publisher = {Springer Berlin Heidelberg},
  series = {Lecture Notes in Computer Science},
  title = {Aesthetics and Design for Group Music Improvisation},
  url = {http://dx.doi.org/10.1007/978-3-642-39351-8\_40},
  volume = {8028},
  year = {2013}
}

  12. Frens, J., Funk, M., Hu, J., Zhang, S., Kang, K., & Wang, F. (2013). Exploring the Concept of Interactive Patina of Culture. In L. L. Chen, T. Djajadiningrat, L. Feijs, S. Fraser, J. Hu, S. Kyffin, & D. Steffen (Eds.), Proceedings of the 8th International Conference on Design and Semantics of Form and Movement (DeSForM 2013) (pp. 211–214). Philips. http://desform2013.id.tue.nl/wp-content/uploads/2013/03/DeSForM2013.pdf

    URL BibTeX 
    @inproceedings{citeulike:12698981,
  author = {Frens, Joep and Funk, Mathias and Hu, Jun and Zhang, Shengxiong and Kang, Kai and Wang, Feng},
  booktitle = {Proceedings of the 8th International Conference on Design and Semantics of Form and Movement (DeSForM 2013)},
  citeulike-article-id = {12698981},
  citeulike-linkout-0 = {http://desform2013.id.tue.nl/wp-content/uploads/2013/03/DeSForM2013.pdf},
  editor = {Chen, L. L. and Djajadiningrat, T. and Feijs, L. and Fraser, S. and Hu, J. and Kyffin, S. and Steffen, D.},
  isbn = {978-90-386-3462-3},
  location = {Wuxi, China},
  month = sep,
  pages = {211--214},
  posted-at = {2013-10-07 06:30:02},
  priority = {0},
  publisher = {Philips},
  title = {Exploring the Concept of Interactive Patina of Culture},
  url = {http://desform2013.id.tue.nl/wp-content/uploads/2013/03/DeSForM2013.pdf},
  year = {2013}
}

  13. Ostos-Rios, G., Funk, M., Hengeveld, B., & Frens, J. (2013). EMjam: Jam with your Emotions. In L. L. Chen, T. Djajadiningrat, L. Feijs, S. Fraser, J. Hu, S. Kyffin, & D. Steffen (Eds.), Proceedings of the 8th International Conference on Design and Semantics of Form and Movement (DeSForM 2013) (pp. 128–136). Philips.

    BibTeX 
    @inproceedings{citeulike:12698978,
  author = {Ostos-Rios, Gustavo and Funk, Mathias and Hengeveld, Bart and Frens, Joep},
  booktitle = {Proceedings of the 8th International Conference on Design and Semantics of Form and Movement (DeSForM 2013)},
  citeulike-article-id = {12698978},
  editor = {Chen, L. L. and Djajadiningrat, T. and Feijs, L. and Fraser, S. and Hu, J. and Kyffin, S. and Steffen, D.},
  isbn = {978-90-386-3462-3},
  location = {Wuxi, China},
  month = sep,
  pages = {128--136},
  posted-at = {2013-10-07 06:29:06},
  priority = {0},
  publisher = {Philips},
  title = {{EMjam}: Jam with your Emotions},
  year = {2013}
}

  14. Junggeburth, M., Giacolini, L., van Rooij, T., van Hout, B., Hengeveld, B., Funk, M., & Frens, J. (2013). Experio: A Laser-Triggered Dance Music Generator. In L. L. Chen, T. Djajadiningrat, L. Feijs, S. Fraser, J. Hu, S. Kyffin, & D. Steffen (Eds.), Proceedings of the 8th International Conference on Design and Semantics of Form and Movement (DeSForM 2013) (pp. 170–174). Philips.

    BibTeX 
    @inproceedings{citeulike:12698977,
  author = {Junggeburth, Manon and Giacolini, Luca and van Rooij, Tom and van Hout, Bastiaan and Hengeveld, Bart and Funk, Mathias and Frens, Joep},
  booktitle = {Proceedings of the 8th International Conference on Design and Semantics of Form and Movement (DeSForM 2013)},
  citeulike-article-id = {12698977},
  editor = {Chen, L. L. and Djajadiningrat, T. and Feijs, L. and Fraser, S. and Hu, J. and Kyffin, S. and Steffen, D.},
  isbn = {978-90-386-3462-3},
  location = {Wuxi, China},
  month = sep,
  pages = {170--174},
  posted-at = {2013-10-07 06:28:14},
  priority = {0},
  publisher = {Philips},
  title = {Experio: A {Laser-Triggered} Dance Music Generator},
  year = {2013}
}

  15. Le, D., Funk, M., & Hu, J. (2013). Blobulous: Computers As Social Actors. In K. Väänänen-Vainio-Mattila, J. Häkkilä, A. Cassinelli, J. Müller, E. Rukzio, & A. Schmidt (Eds.), Proceedings of the Experience Interactivity in Public Spaces (EIPS) workshop at CHI’13. http://www.cs.tut.fi/ihte/EIPS_workshop_CHI13/AcceptedPapers/eips2013_LeEtAl.pdf

    URL BibTeX 
    @inproceedings{citeulike:12698971,
  author = {Le, Duy and Funk, Mathias and Hu, Jun},
  booktitle = {Proceedings of the Experience Interactivity in Public Spaces (EIPS) workshop at CHI'13},
  citeulike-article-id = {12698971},
  citeulike-linkout-0 = {http://www.cs.tut.fi/ihte/EIPS\_workshop\_CHI13/AcceptedPapers/eips2013\_LeEtAl.pdf},
  day = {28},
  editor = {V\"{a}\"{a}n\"{a}nen-Vainio-Mattila, Kaisa and H\"{a}kkil\"{a}, Jonna and Cassinelli, Alvaro and M\"{u}ller, J\"{o}rg and Rukzio, Enrico and Schmidt, Albrecht},
  location = {Paris, France},
  month = apr,
  posted-at = {2013-10-07 06:27:02},
  priority = {0},
  title = {Blobulous: Computers As Social Actors},
  url = {http://www.cs.tut.fi/ihte/EIPS\_workshop\_CHI13/AcceptedPapers/eips2013\_LeEtAl.pdf},
  year = {2013}
}

  16. Funk, M., Le, D., & Hu, J. (2013). Feel Connected with Social Actors in Public Spaces. Proceedings of the Computers as Social Actors (CASA) Workshop at IVA’13, 1119, 21–33. http://ceur-ws.org/Vol-1119/

    URL BibTeX 
    @inproceedings{citeulike:12698970,
  author = {Funk, Mathias and Le, Duy and Hu, Jun},
  booktitle = {Proceedings of the Computers as Social Actors (CASA) workshop at IVA'13},
  citeulike-article-id = {12698970},
  citeulike-linkout-0 = {http://ceur-ws.org/Vol-1119/},
  citeulike-linkout-1 = {http://ceur-ws.org/Vol-1119/paper3.pdf},
  day = {28},
  issn = {1613-0073},
  month = aug,
  pages = {21--33},
  posted-at = {2013-10-07 06:26:23},
  priority = {0},
  publisher = {CEUR Workshop Proceedings},
  school = {RWTH Aachen University},
  title = {Feel Connected with Social Actors in Public Spaces},
  url = {http://ceur-ws.org/Vol-1119/},
  volume = {1119},
  year = {2013}
}

  17. Hengeveld, B., Frens, J., & Funk, M. (2013, August 26). Investigating how to design for systems through designing a group music improvisation system. Proceedings of the 5th International Congress of International Association of Societies of Design Research (IASDR 2013). http://design-cu.jp/iasdr2013/papers/1161-3b.pdf

    URL BibTeX 
    @inproceedings{citeulike:12698967,
  author = {Hengeveld, Bart and Frens, Joep and Funk, Mathias},
  booktitle = {Proceedings of the 5th International Congress of International Association of Societies of Design Research (IASDR 2013)},
  citeulike-article-id = {12698967},
  citeulike-linkout-0 = {http://design-cu.jp/iasdr2013/papers/1161-3b.pdf},
  day = {26-30},
  location = {Tokyo, Japan},
  month = aug,
  posted-at = {2013-10-07 06:25:13},
  priority = {0},
  school = {SHIBAURA INSTITUTE OF TECHNOLOGY},
  title = {Investigating how to design for systems through designing a group music improvisation system},
  url = {http://design-cu.jp/iasdr2013/papers/1161-3b.pdf},
  year = {2013}
}

  18. Hu, J., Wang, F., Funk, M., Frens, J., Zhang, Y., Van Boheemen, T., Zhang, C., Yuan, Q., Qu, H., & Rauterberg, M. (2013, September 16). Participatory Public Media Arts for Social Creativity. Proceedings of the International Conference on Culture and Computing (Culture and Computing 2013).

    BibTeX 
    @inproceedings{citeulike:12698965,
  author = {Hu, Jun and Wang, Feng and Funk, Mathias and Frens, Joep and Zhang, Yu and Van Boheemen, Thom and Zhang, Chenxi and Yuan, Qi and Qu, Hongrui and Rauterberg, Matthias},
  booktitle = {Proceedings of the International Conference on Culture and Computing  (Culture and Computing 2013)},
  citeulike-article-id = {12698965},
  day = {16-18},
  institution = {Ritsumeikan University, Kyoto, Japan},
  location = {Kyoto, Japan},
  month = sep,
  posted-at = {2013-10-07 06:24:33},
  priority = {0},
  publisher = {Conference Publishing Services},
  title = {Participatory Public Media Arts for Social Creativity},
  year = {2013}
}

  19. Zhang, Y., Gu, J., Hu, J., Frens, J., Funk, M., Kang, K., Dong, Q., Wang, Y., Wang, F., & Rauterberg, M. (2013, September 16). Learning from Traditional Dynamic Arts: Elements for Interaction Design. Proceedings of the International Conference on Culture and Computing (Culture and Computing 2013).

    BibTeX 
    @inproceedings{citeulike:12698962,
  author = {Zhang, Yu and Gu, Jing and Hu, Jun and Frens, Joep and Funk, Mathias and Kang, Kai and Dong, Qi and Wang, Yuanyuan and Wang, Feng and Rauterberg, Matthias},
  booktitle = {Proceedings of the International Conference on Culture and Computing  (Culture and Computing 2013)},
  citeulike-article-id = {12698962},
  day = {16-18},
  institution = {Ritsumeikan University, Kyoto, Japan},
  location = {Kyoto, Japan},
  month = sep,
  posted-at = {2013-10-07 06:23:19},
  priority = {2},
  publisher = {Conference Publishing Services},
  title = {Learning from Traditional Dynamic Arts: Elements for Interaction Design},
  year = {2013}
}

2012

  1. Funk, M., Hu, J., & Rauterberg, M. (2012). Socialize or Perish: Relating Social Behavior at a Scientific Conference to Publication Citations. ASE International Conference on Social Informatics (SocialInformatics 2012), 113–120.

    URL BibTeX Link to publication 
    @inproceedings{Funk2012c,
  address = {Washington D.C. USA},
  author = {Funk, Mathias and Hu, Jun and Rauterberg, Matthias},
  booktitle = {ASE International Conference on Social Informatics (SocialInformatics 2012)},
  citeulike-article-id = {12314670},
  citeulike-linkout-0 = {http://mathias-funk.com/publications/2012/funk-socialize\_or\_perish\_2012.pdf},
  citeulike-linkout-1 = {http://dx.doi.org/10.1109/SocialInformatics.2012.48},
  citeulike-linkout-2 = {http://www.drhu.eu/publications/2012-SocialInformatics-PublishOrPerish/index.html},
  doi = {10.1109/SocialInformatics.2012.48},
  pages = {113--120},
  pdf = {http://www.drhu.eu/publications/2012-SocialInformatics-PublishOrPerish.pdf},
  posted-at = {2013-05-01 20:40:20},
  priority = {5},
  title = {Socialize or Perish: Relating Social Behavior at a Scientific Conference to Publication Citations},
  url = {http://www.drhu.eu/publications/2012-SocialInformatics-PublishOrPerish/index.html},
  year = {2012}
}

  2. authoring, development, domain-specific, game, ...

    Walter, R., Masuch, M., & Funk, M. (2012). 2nd Workshop on Game Development and Model-Driven Software Development. In M. Herrlich, R. Malaka, & M. Masuch (Eds.), Entertainment Computing - ICEC 2012 (Vol. 7522, pp. 500–503). Springer Berlin Heidelberg.

    URL BibTeX Link to publication 
    @incollection{Funk2012b,
  author = {Walter, Robert and Masuch, Maic and Funk, Mathias},
  booktitle = {Entertainment Computing - ICEC 2012},
  citeulike-article-id = {12314669},
  citeulike-linkout-0 = {http://mathias-funk.com/publications/2012/funk-2nd\_ws\_game\_design\_mdsd\_2012.pdf},
  citeulike-linkout-1 = {http://dx.doi.org/10.1007/978-3-642-33542-6\_64},
  doi = {10.1007/978-3-642-33542-6\_64},
  editor = {Herrlich, Marc and Malaka, Rainer and Masuch, Maic},
  keywords = {authoring, development, domain-specific, game, languages, model-driven, modeling, prototyping, software, tooling},
  pages = {500--503},
  posted-at = {2013-05-01 20:38:41},
  priority = {2},
  publisher = {Springer Berlin Heidelberg},
  series = {Lecture Notes in Computer Science},
  title = {2nd Workshop on Game Development and {Model-Driven} Software Development},
  url = {http://mathias-funk.com/publications/2012/funk-2nd\_ws\_game\_design\_mdsd\_2012.pdf},
  volume = {7522},
  year = {2012}
}

  3. awareness, calm, design, for, interaction, peri...

    Olierook, F. W., & Funk, M. (2012). Hands Reaching Out of Dreamland: A Haptic Peripheral Alarm Clock. In P. Isokoski & J. Springare (Eds.), Haptics: Perception, Devices, Mobility, and Communication (Vol. 7283, pp. 109–114). Springer Berlin Heidelberg.

    URL BibTeX Link to publication 
    @incollection{Olierook2012,
  author = {Olierook, Frederik W. and Funk, Mathias},
  booktitle = {Haptics: Perception, Devices, Mobility, and Communication},
  citeulike-article-id = {12314667},
  citeulike-linkout-0 = {http://mathias-funk.com/publications/2012/olierook-hands\_reaching\_out\_of\_dreamland\_2012.pdf},
  citeulike-linkout-1 = {http://dx.doi.org/10.1007/978-3-642-31404-9\_19},
  doi = {10.1007/978-3-642-31404-9\_19},
  editor = {Isokoski, Poika and Springare, Jukka},
  keywords = {awareness, calm, design, for, interaction, periphery, tangible, technology, the, time},
  pages = {109--114},
  posted-at = {2013-05-01 20:38:12},
  priority = {2},
  publisher = {Springer Berlin Heidelberg},
  series = {Lecture Notes in Computer Science},
  title = {Hands Reaching Out of Dreamland: A Haptic Peripheral Alarm Clock},
  url = {http://mathias-funk.com/publications/2012/olierook-hands\_reaching\_out\_of\_dreamland\_2012.pdf},
  volume = {7283},
  year = {2012}
}

  4. *file-import-13-05-01

    Funk, M., & Rauterberg, M. (2012). PULP Scription: A DSL for Mobile HTML5 Game Applications. In M. Herrlich, R. Malaka, & M. Masuch (Eds.), Entertainment Computing - ICEC 2012 (Vol. 7522, pp. 504–510). Springer Berlin Heidelberg.

    URL BibTeX Link to publication 
    @incollection{Funk2012,
  author = {Funk, Mathias and Rauterberg, Matthias},
  booktitle = {Entertainment Computing - ICEC 2012},
  citeulike-article-id = {12314666},
  citeulike-linkout-0 = {http://mathias-funk.com/publications/2012/funk-pulp\_scription\_html5\_2012.pdf},
  citeulike-linkout-1 = {http://dx.doi.org/10.1007/978-3-642-33542-6\_65},
  doi = {10.1007/978-3-642-33542-6\_65},
  editor = {Herrlich, Marc and Malaka, Rainer and Masuch, Maic},
  keywords = {*file-import-13-05-01},
  pages = {504--510},
  posted-at = {2013-05-01 20:37:35},
  priority = {2},
  publisher = {Springer Berlin Heidelberg},
  series = {Lecture Notes in Computer Science},
  title = {{PULP} Scription: A {DSL} for Mobile {HTML5} Game Applications},
  url = {http://mathias-funk.com/publications/2012/funk-pulp\_scription\_html5\_2012.pdf},
  volume = {7522},
  year = {2012}
}

2011

  1. html5, prototyping, rapid

    Funk, M., & Rauterberg, M. (2011). PULP scription: A DSL for Mobile HTML5 Game Applications. In R. Walter & M. Masuch (Eds.), Proceedings of the 1st Workshop on Game Development and Model-Driven Software Development. http://gd-mdsd.blogspot.com/

    URL BibTeX 
    @inproceedings{Funk2011a,
  address = {Vancouver},
  author = {Funk, M. and Rauterberg, M.},
  booktitle = {Proceedings of the 1st Workshop on Game Development and Model-Driven Software Development},
  citeulike-article-id = {10058056},
  comment = {available on website: http://gd-mdsd.blogspot.com/},
  editor = {Walter, R. and Masuch, M.},
  keywords = {html5, prototyping, rapid},
  month = oct,
  posted-at = {2011-11-22 21:13:35},
  priority = {0},
  title = {{PULP} scription: A {DSL} for Mobile {HTML5} Game Applications},
  url = {http://gd-mdsd.blogspot.com/},
  year = {2011}
}

  2. adative, collection, data, dpuis, observation, ...

    Funk, M. (2011). Model-driven Design of Self-observing Products [PhD thesis]. Eindhoven University of Technology.

    BibTeX 
    @phdthesis{Funk2011,
  author = {Funk, Mathias},
  citeulike-article-id = {8956357},
  comment = {Forthcoming},
  keywords = {adative, collection, data, dpuis, observation, remote, uxsuite},
  month = mar,
  posted-at = {2011-03-07 22:01:56},
  priority = {0},
  school = {Eindhoven University of Technology},
  title = {Model-driven Design of Self-observing Products},
  year = {2011}
}

2010

  1. Gonidis, F., & Funk, M. (2010, November). Adaptive Data Collection from Consumer Embedded Systems and their Usage. Proceedings of the Annual Workshop on PROGram for Research on Embedded Systems & Software (PROGRESS). Utrecht: STW Foundation.

    BibTeX 
    @inproceedings{Gonidis2010,
  address = {Veldhoven, the Netherlands},
  author = {Gonidis, Fotis and Funk, Mathias},
  booktitle = {Proceedings of the Annual Workshop on PROGram for Research on Embedded Systems \& Software (PROGRESS). Utrecht: STW Foundation},
  citeulike-article-id = {9721155},
  month = nov,
  organization = {STW Foundation, Utrecht},
  posted-at = {2011-08-27 21:37:17},
  priority = {0},
  title = {Adaptive Data Collection from Consumer Embedded Systems and their Usage},
  year = {2010}
}

  2. remote-product-usage-data-collection, semantic-...

    Funk, M., Rozinat, A., Karapanos, E., de Medeiros, A. K. A., & Koca, A. (2010). In situ evaluation of recommender systems: Framework and instrumentation. International Journal of Human-Computer Studies, 68(8), 525–547.

    URL BibTeX Link to publication 
    @article{Funk2010,
  author = {Funk, M. and Rozinat, A. and Karapanos, E. and de Medeiros, Alves K. A. and Koca, A.},
  citeulike-article-id = {7032794},
  citeulike-linkout-0 = {http://www.sciencedirect.com/science/article/B6WGR-4Y8G605-1/2/9a2bc25588b09e7ef56e305980e1baa3},
  citeulike-linkout-1 = {http://dx.doi.org/10.1016/j.ijhcs.2010.01.002},
  citeulike-linkout-2 = {http://mathias-funk.com/publications/2010/funk\_In\_situ\_evaluation\_of\_recommender\_systems\_Framework\_and\_instrumentation\_IJHCS10.pdf},
  doi = {10.1016/j.ijhcs.2010.01.002},
  issn = {1071-5819},
  journal = {International Journal of Human-Computer Studies},
  keywords = {remote-product-usage-data-collection, semantic-process-mining, use-experience},
  number = {8},
  pages = {525--547},
  posted-at = {2010-04-18 20:44:30},
  priority = {0},
  title = {In situ evaluation of recommender systems: Framework and instrumentation},
  url = {http://www.sciencedirect.com/science/article/B6WGR-4Y8G605-1/2/9a2bc25588b09e7ef56e305980e1baa3},
  volume = {68},
  year = {2010}
}

2009

  1. 2009, actors, canon, canons, composition, creat...

    Bartneck, C., Funk, M., & Bhömer, M. T. (2009). Dancing with myself: the interactive visual canon platform. Proceedings of the 27th International Conference Extended Abstracts on Human Factors in Computing Systems, 3501–3502.

    URL Abstract BibTeX Link to publication 
    @inproceedings{citeulike:4414620,
  address = {New York, NY, USA},
  author = {Bartneck, Christoph and Funk, Mathias and Bh\"{o}mer, Martijn T.},
  booktitle = {Proceedings of the 27th international conference extended abstracts on Human factors in computing systems},
  citeulike-article-id = {4414620},
  citeulike-linkout-0 = {http://www.bartneck.de/publications/2009/dancingWithMyself/bartneckFunkCHI2009.pdf},
  citeulike-linkout-1 = {http://www.bartneck.de/publications/2009/dancingWithMyself/index.html},
  citeulike-linkout-2 = {http://portal.acm.org/citation.cfm?id=1520340.1520512},
  citeulike-linkout-3 = {http://dx.doi.org/10.1145/1520340.1520512},
  doi = {10.1145/1520340.1520512},
  isbn = {978-1-60558-247-4},
  keywords = {2009, actors, canon, canons, composition, creators, experimental\_film, japanese\_television, march, movie, real\_time, stable\_state, time\_support},
  location = {Boston, MA, USA},
  pages = {3501--3502},
  posted-at = {2010-04-18 21:58:17},
  priority = {0},
  publisher = {ACM},
  series = {CHI '09},
  title = {Dancing with myself: the interactive visual canon platform},
  url = {http://www.bartneck.de/publications/2009/dancingWithMyself/bartneckFunkCHI2009.pdf},
  year = {2009}
}
    The canon is a composition pattern with a long history and many forms. The concept of the canon has also been applied to experimental film making and on Japanese television. We describe our Interactive Visual Canon Platform (IVCP) that enables creators of visual canons to design their movements through rapid cycles of performance and evaluation. The IVCP system provides real time support for the actors; they can see the canon resulting from their movements while they are still performing. We describe some possible approaches to a solution, and reasons for choosing the approach that we have implemented. The hardware has reached a stable state, but we are still optimizing the visual processing of the system. A first user test is planned to provide us with information for improving the system.

  2. analytics, collection, data, internet, observat...

    Funk, M., van der Putten, P., & Corporaal, H. (2009). Analytics for the internet of things. CHI ’09: Proceedings of the 27th International Conference Extended Abstracts on Human Factors in Computing Systems, 4195–4200.

    URL BibTeX Link to publication 
    @inproceedings{1520639,
  address = {New York, NY, USA},
  author = {Funk, Mathias and van der Putten, Piet and Corporaal, Henk},
  booktitle = {CHI '09: Proceedings of the 27th international conference extended abstracts on Human factors in computing systems},
  citeulike-article-id = {7032789},
  citeulike-linkout-0 = {http://dx.doi.org/10.1145/1520340.1520639},
  citeulike-linkout-1 = {http://mathias-funk.com/publications/2009/funk\_Analytics\_for\_the\_internet\_of\_things\_CHI\_EA\_09.pdf},
  doi = {10.1145/1520340.1520639},
  keywords = {analytics, collection, data, internet, observation, of, remote, things, usage},
  location = {Boston, MA, USA},
  pages = {4195--4200},
  posted-at = {2010-04-18 20:37:53},
  priority = {0},
  publisher = {ACM},
  title = {Analytics for the internet of things},
  url = {http://mathias-funk.com/publications/2009/funk\_Analytics\_for\_the\_internet\_of\_things\_CHI\_EA\_09.pdf},
  year = {2009}
}

  3. 2009, achi09, gui, hci, instrumentation, model-...

    Funk, M., Hoyer, P., & Link, S. (2009, February). Model-driven Instrumentation of Graphical User Interfaces. Proceedings of the 2nd International Conference on Advances in Computer-Human Interaction. http://www.mathias-funk.com/publications/2009/funk-ModeldrivenInstrumentation_achi09.pdf

    URL BibTeX 
    @inproceedings{Funk2009a,
  author = {Funk, M. and Hoyer, P. and Link, S.},
  booktitle = {Proceedings of the 2nd International Conference on Advances in Computer-Human Interaction},
  citeulike-article-id = {3937489},
  citeulike-linkout-0 = {http://www.mathias-funk.com/publications/2009/funk-ModeldrivenInstrumentation\_achi09.pdf},
  journal = {Proceedings of the 2nd International Conference on Advances in Computer-Human Interaction},
  keywords = {2009, achi09, gui, hci, instrumentation, model-driven, observation},
  location = {Cancun, Mexico},
  month = feb,
  posted-at = {2009-01-25 10:22:18},
  priority = {0},
  title = {Model-driven Instrumentation of Graphical User Interfaces},
  url = {http://www.mathias-funk.com/publications/2009/funk-ModeldrivenInstrumentation\_achi09.pdf},
  year = {2009}
}

  4. observation, ontology, process-mining, semantic

    Funk, M., Rozinat, A., de Medeiros, A. A., van der Putten, P. H. A., Corporaal, H., & van der Aalst, W. M. P. (2009). Improving Product Usage Monitoring and Analysis with Semantic Concepts. Proceedings of the 8 Th International Conference on Information Systems Technology and Its Applications (ISTA 2009). http://www.mathias-funk.com/publications/2009/funk_ImprovingProductUsageMonitoring_ista09.pdf

    URL BibTeX 
    @inproceedings{Funk2009b,
  author = {Funk, M. and Rozinat, A. and de Medeiros, Alves A. and van der Putten, P. H. A. and Corporaal, H. and van der Aalst, W. M. P.},
  booktitle = {Proceedings of the 8 th International Conference on Information Systems Technology and its Applications (ISTA 2009)},
  citeulike-article-id = {3349242},
  citeulike-linkout-0 = {http://www.mathias-funk.com/publications/2009/funk\_ImprovingProductUsageMonitoring\_ista09.pdf},
  journal = {Proceedings of the 8 th International Conference on Information Systems Technology and its Applications (ISTA 2009)},
  keywords = {observation, ontology, process-mining, semantic},
  posted-at = {2008-09-28 22:54:18},
  priority = {2},
  title = {Improving Product Usage Monitoring and Analysis with Semantic Concepts},
  url = {http://www.mathias-funk.com/publications/2009/funk\_ImprovingProductUsageMonitoring\_ista09.pdf},
  year = {2009}
}

2008

  1. observation, remote-usage-data-collection, sema...

    Funk, M., Rozinat, A., de Medeiros, A. A. K., van der Putten, P. H. A., Corporaal, H., & van der Aalst, W. M. P. (2008). Semantic Concepts in Product Usage Monitoring and Analysis (ESR-2008-10; Number ESR-2008-10). Eindhoven University of Technology. http://www.es.ele.tue.nl/esreports/

    URL BibTeX 
    @techreport{Funk2008d,
  author = {Funk, M. and Rozinat, A. and de Medeiros, Alves A. K. and van der Putten, P. H. A. and Corporaal, H. and van der Aalst, W. M. P.},
  citeulike-article-id = {3937483},
  citeulike-linkout-0 = {http://www.es.ele.tue.nl/esreports/},
  citeulike-linkout-1 = {http://www.mathias-funk.com/publications/2008/funk\_esr-2008-10.pdf},
  institution = {Eindhoven University of Technology},
  keywords = {observation, remote-usage-data-collection, semantic-process-mining, techreport},
  number = {ESR-2008-10},
  posted-at = {2009-01-25 10:15:40},
  priority = {0},
  title = {Semantic Concepts in Product Usage Monitoring and Analysis},
  url = {http://www.es.ele.tue.nl/esreports/},
  year = {2008}
}

  2. internet-on-tv, observation, tv, uxtv08

    Koca, A., Funk, M., Karapanos, E., Rozinat, A., & van der Gaarden, N. (2008, October). Grasping Product Pragmatics: A Case with Internet on TV. Proceedings of UxTV 2008 International Conference on Designing Interactive User Experiences for TV and Video.

    URL BibTeX Link to publication 
    @inproceedings{citeulike:3349278,
  author = {Koca, A. and Funk, M. and Karapanos, E. and Rozinat, A. and van der Gaarden, N.},
  booktitle = {Proceedings of uxTV 2008 International Conference on Designing Interactive User Experiences for TV and Video},
  citeulike-article-id = {3349278},
  citeulike-linkout-0 = {http://www.mathias-funk.com/publications/2008/koca\_et\_al\_uxtv\_2008.pdf},
  citeulike-linkout-1 = {http://dx.doi.org/10.1145/1453805.1453842},
  doi = {10.1145/1453805.1453842},
  journal = {Proceedings of uxTV 2008 International Conference on Designing Interactive User Experiences for TV and Video},
  keywords = {internet-on-tv, observation, tv, uxtv08},
  location = {Silicon Valley, California, USA},
  month = oct,
  posted-at = {2008-09-28 23:33:30},
  priority = {2},
  title = {Grasping Product Pragmatics: A Case with Internet on {TV}},
  url = {http://www.mathias-funk.com/publications/2008/koca\_et\_al\_uxtv\_2008.pdf},
  year = {2008}
}

  3. observation, qrei, soft-reliability

    Koca, A., Funk, M., Karapanos, E., Rozinat, A., van der Aalst, W. M. P., Corporaal, H., Martens, J. B. O. S., van der Putten, P. H. A., Weijters, A. J. M. M., & Brombacher, A. C. (2008). Soft Reliability: An Interdisciplinary Approach with a User-System Focus. Quality and Reliability Engineering International.

    URL Abstract BibTeX Link to publication 
    @article{citeulike:3349275,
  author = {Koca, A. and Funk, M. and Karapanos, E. and Rozinat, A. and van der Aalst, W. M. P. and Corporaal, H. and Martens, J. B. O. S. and van der Putten, P. H. A. and Weijters, A. J. M. M. and Brombacher, A. C.},
  citeulike-article-id = {3349275},
  citeulike-linkout-0 = {http://www.mathias-funk.com/publications/2008/koca\_et\_al\_sr\_ijqrei2008.pdf},
  citeulike-linkout-1 = {http://dx.doi.org/10.1002/qre.937},
  doi = {10.1002/qre.937},
  journal = {Quality and Reliability Engineering International},
  keywords = {observation, qrei, soft-reliability},
  posted-at = {2008-09-28 23:31:20},
  priority = {0},
  publisher = {John Wiley \& Sons Ltd.},
  title = {Soft Reliability: An Interdisciplinary Approach with a {User-System} Focus},
  url = {http://www.mathias-funk.com/publications/2008/koca\_et\_al\_sr\_ijqrei2008.pdf},
  year = {2008}
}
    A recent trend in technological innovation is towards the development of increasingly multifunctional and complex products to be used within rich socio-cultural contexts such as the high-end office, the digital home, and professional or personal healthcare. One important consequence of the development of strongly innovative products is a growing market uncertainty regarding ’if ’, ’how’, and ’when’ users can and will adopt such products. Often, it is not even clear to what extent these products are understood and interacted with in the intended manner. The mentioned problems have already become an evident concern in the field, where there is a significant rise in the numbers of seemingly sound products being complained about, signaling a lack of soft reliability. In this paper, we position soft reliability as a growing and critical industrial problem, whose solution requires new academic expertise from various disciplines. We illustrate potential root causes for soft reliability problems, such as discrepancy between the perceptions of users and designers. We discuss the necessary approach to effectively capture subjective feedback data from actual users, e.g. when they contact call centers. Furthermore, we present a novel observation and analysis approach that enables insight into actual product usage, and outline opportunities for combining such objective data with the subjective feedback provided by users.

  4. ansi-c, code-generation, eclipse, icsoft08, mod...

    Funk, M., Nyßen, A., & Lichter, H. (2008). FROM UML TO ANSI-C - An Eclipse-Based Code Generation Framework. Proceedings of the 3rd International Conference on Software and Data Technologies. http://www.mathias-funk.com/publications/2008/funk_UmlToCCodegen_icsoft08.pdf

    URL BibTeX 
    @inproceedings{Funk2008e,
  author = {Funk, Mathias and Ny{\ss}en, Alexander and Lichter, Horst},
  booktitle = {Proceedings of the 3rd International Conference on Software and Data Technologies},
  citeulike-article-id = {3349241},
  citeulike-linkout-0 = {http://www.mathias-funk.com/publications/2008/funk\_UmlToCCodegen\_icsoft08.pdf},
  keywords = {ansi-c, code-generation, eclipse, icsoft08, model-transformation, uml},
  posted-at = {2008-09-28 22:54:18},
  priority = {2},
  title = {{FROM} {UML} {TO} {ANSI}-C - An {Eclipse-Based} Code Generation Framework},
  url = {http://www.mathias-funk.com/publications/2008/funk\_UmlToCCodegen\_icsoft08.pdf},
  year = {2008}
}

  5. embedded, i-com, observation, safety-critical

    Funk, M., & Hamacher, N. (2008). Concept of Automatic Usability Evaluation of Safety-Critical Interactive Systems in the Field (Konzept der automatischen Bewertung der Gebrauchstauglichkeit sicherheitskritischer Systeme). i-Com - Zeitschrift Für Interaktive Und Kooperative Medien, 7(1/2008), 18–23.

    URL BibTeX Link to publication 
    @article{hamacher08a,
  author = {Funk, Mathias and Hamacher, Nico},
  citeulike-article-id = {3349240},
  citeulike-linkout-0 = {http://dx.doi.org/10.1524/icom.2008.0004},
  doi = {10.1524/icom.2008.0004},
  journal = {i-com - Zeitschrift f\"{u}r interaktive und kooperative Medien},
  keywords = {embedded, i-com, observation, safety-critical},
  number = {1/2008},
  pages = {18--23},
  posted-at = {2008-09-28 22:54:18},
  priority = {2},
  title = {Concept of Automatic Usability Evaluation of {Safety-Critical} Interactive Systems in the Field (Konzept der automatischen Bewertung der Gebrauchstauglichkeit sicherheitskritischer Systeme)},
  url = {http://dx.doi.org/10.1524/icom.2008.0004},
  volume = {7},
  year = {2008}
}

  6. algorithm, canon, march, movie, visual

    Funk, M., & Bartneck, C. (2008). An Interactive Visual Canon Platform. In P. Ciancarini, R. Nakatsu, M. Rauterberg, & M. Roccetti (Eds.), Proceedings of the 1st IFIP Entertainment Computing Symposium (ECS-2008): Vol. 279/2008 (pp. 23–32). Springer Boston.

    URL BibTeX Link to publication 
    @inproceedings{Funk2008f,
  author = {Funk, Mathias and Bartneck, Christoph},
  booktitle = {Proceedings of the 1st IFIP Entertainment Computing Symposium (ECS-2008)},
  citeulike-article-id = {3349239},
  citeulike-linkout-0 = {http://www.mathias-funk.com/publications/2008/funk\_visualcanon\_ecs08.pdf},
  citeulike-linkout-1 = {http://dx.doi.org/10.1007/978-0-387-09701-5\_3},
  doi = {10.1007/978-0-387-09701-5\_3},
  editor = {Ciancarini, P. and Nakatsu, R. and Rauterberg, M. and Roccetti, M.},
  isbn = {978-0-387-09700-8},
  journal = {Proceedings of the 1st IFIP Entertainment Computing Symposium (ECS-2008)},
  keywords = {algorithm, canon, march, movie, visual},
  pages = {23--32},
  posted-at = {2008-09-28 22:54:18},
  priority = {2},
  publisher = {Springer Boston},
  title = {An Interactive Visual Canon Platform},
  url = {http://www.mathias-funk.com/publications/2008/funk\_visualcanon\_ecs08.pdf},
  volume = {279/2008},
  year = {2008}
}

  7. modeling, observation, profile, techreport, uml

    Funk, M., van der Putten, P. H. A., & Corporaal, H. (2008). UML Profile for Modeling System Observation - Version 1.0 (ESR-2008-09; Number ESR-2008-09). Eindhoven University of Technology. http://www.es.ele.tue.nl/esreports/

    URL BibTeX 
    @techreport{Funk2008c,
  author = {Funk, M. and van der Putten, P. H. A. and Corporaal, H.},
  citeulike-article-id = {3349238},
  citeulike-linkout-0 = {http://www.es.ele.tue.nl/esreports/},
  citeulike-linkout-1 = {http://www.mathias-funk.com/publications/2008/funk\_esr-2008-09.pdf},
  institution = {Eindhoven University of Technology},
  keywords = {modeling, observation, profile, techreport, uml},
  number = {ESR-2008-09},
  posted-at = {2008-09-28 22:54:18},
  priority = {2},
  title = {{UML} Profile for Modeling System Observation - Version 1.0},
  url = {http://www.es.ele.tue.nl/esreports/},
  year = {2008}
}

  8. fdl08, modeling, observation, profile, uml

    Funk, M., van der Putten, P. H. A., & Corporaal, H. (2008). UML Profile for Modeling Product Observation. Proceedings of the Forum on Specification and Design Languages (FDL’08), 185–190.

    URL Abstract BibTeX Link to publication 
    @inproceedings{Funk2008b,
  author = {Funk, M. and van der Putten, P. H. A. and Corporaal, H.},
  booktitle = {Proceedings of the Forum on Specification and Design Languages (FDL'08)},
  citeulike-article-id = {3349237},
  citeulike-linkout-0 = {http://dx.doi.org/10.1109/FDL.2008.4641443},
  citeulike-linkout-1 = {http://www.mathias-funk.com/publications/2008/funk\_UMLProfileModelingObservation\_fdl08.pdf},
  doi = {10.1109/FDL.2008.4641443},
  isbn = {978-1-4244-2264-7},
  journal = {Proceedings of the Forum on Specification and Design Languages (FDL'08)},
  keywords = {fdl08, modeling, observation, profile, uml},
  pages = {185--190},
  posted-at = {2008-09-28 22:54:18},
  priority = {2},
  publisher = {IEEE Computer Society},
  title = {{UML} Profile for Modeling Product Observation},
  url = {http://www.mathias-funk.com/publications/2008/funk\_UMLProfileModelingObservation\_fdl08.pdf},
  year = {2008}
}
    Nowadays interactive electronics products offer a huge functionality to prospective customers, but often it is too huge and complex to be grasped and used successfully. In this case, customers obviate the struggle and return the products to the shop. Also the variability in scope and features of a product is so large that an up-front specification becomes hard if not impossible. To avoid the problem of an inadequate match between customer expectations and designer assumptions, new sources of product usage information have to be developed. One possibility is to integrate observation functionality into the products, continuously involving real users in the product development process. The integration of such functionality is an often overlooked challenge that should be tackled with an appropriate engineering methodology. This paper presents on-going work about a novel design for observation approach that supports early observation integrations and enables the cooperation with various information stakeholders. We show how observation can be embedded seamlessly in a model-driven development process using UML. An industrial case-study shows the feasibility of the approach.

  9. model-interpretation, modeling, observation, se...

    Funk, M., van der Putten, P. H. A., & Corporaal, H. (2008). Model Interpretation for Executable Observation Specifications. Proceedings of the 20th International Conference on Software Engineering and Knowledge Engineering. http://www.mathias-funk.com/publications/2008/funk_ModelInterpretationforObservation_seke08.pdf

    URL Abstract BibTeX 
    @inproceedings{Funk2008a,
  author = {Funk, M. and van der Putten, P. H. A. and Corporaal, H.},
  booktitle = {Proceedings of the 20th International Conference on Software Engineering and Knowledge Engineering},
  citeulike-article-id = {3349236},
  citeulike-linkout-0 = {http://www.mathias-funk.com/publications/2008/funk\_ModelInterpretationforObservation\_seke08.pdf},
  journal = {Proceedings of the 20th International Conference on Software Engineering and Knowledge Engineering},
  keywords = {model-interpretation, modeling, observation, seke08},
  posted-at = {2008-09-28 22:54:17},
  priority = {2},
  publisher = {Knowledge Systems Institute},
  title = {Model Interpretation for Executable Observation Specifications},
  url = {http://www.mathias-funk.com/publications/2008/funk\_ModelInterpretationforObservation\_seke08.pdf},
  year = {2008}
}
    Observation functionality integrated into interactive products can help companies identifying current consumer requirements and expectations. As these needs can change rapidly, detailed information about product usage that comes from habitual interaction is crucial to evaluate product acceptance and relevance. We explore how products can be extended with observation functionality that satisfies the information needs of multi-disciplinary experts in the development team. In the process of product evaluation, information requirements are bound to change, and so is the observation behavior. Our approach addresses this by integrating observation functionality into products which can be adapted to current information needs. This paper presents a novel way to remotely configure products in the field by using high-level models, graphical observation specifications, that are interpreted by a runtime environment built into the products in the field. An industrial case-study shows the applicability of the approach. This work is part of ongoing development aiming at a generic observation integration methodology.

  10. 2008, achi08, hci, observation, user-modeling, ...

    Funk, M., van der Putten, P. H. A., & Corporaal, H. (2008). Specification for User Modeling with Self-observing Systems. Proceedings of the First International Conference on Advances in Computer-Human Interaction, 243–248.

    URL BibTeX Link to publication 
    @inproceedings{Funk2008,
  author = {Funk, M. and van der Putten, P. H. A. and Corporaal, H.},
  booktitle = {Proceedings of the First International Conference on Advances in Computer-Human Interaction},
  citeulike-article-id = {3348726},
  citeulike-linkout-0 = {http://www.mathias-funk.com/publications/2008/funk-ModelingSelfObserving\_achi08.pdf},
  citeulike-linkout-1 = {http://dx.doi.org/10.1109/ACHI.2008.15},
  doi = {10.1109/ACHI.2008.15},
  isbn = {978-0-7695-3086-4},
  journal = {Proceedings of the First International Conference on Advances in Computer-Human Interaction},
  keywords = {2008, achi08, hci, observation, user-modeling, visual-language},
  location = {Sainte Luce, Martinique},
  month = feb,
  pages = {243--248},
  posted-at = {2008-09-28 22:48:49},
  priority = {0},
  title = {Specification for User Modeling with Self-observing Systems},
  url = {http://www.mathias-funk.com/publications/2008/funk-ModelingSelfObserving\_achi08.pdf},
  year = {2008}
}

2006

  1. ansi-c, code-generation, diploma, model-transfo...

    Funk, M. (2006). Generierung von effizientem C-Code aus UML2-Strukturdiagrammen [Master’s thesis, RWTH Aachen University]. https://www.swc.rwth-aachen.de/lufgi/teaching/theses/completed/Mathias_Funk_Thesis_Report.pdf

    URL BibTeX 
    @mastersthesis{Funk2006,
  author = {Funk, Mathias},
  citeulike-article-id = {3349235},
  citeulike-linkout-0 = {http://mathias-funk.com/publications/2006/Funk-MasterThesis\_2006.pdf},
  comment = {Diploma Thesis},
  keywords = {ansi-c, code-generation, diploma, model-transformation, thesis, uml},
  posted-at = {2008-09-28 22:54:17},
  priority = {2},
  school = {RWTH Aachen University},
  title = {{G}enerierung von effizientem {C}-{C}ode aus {UML2}-{S}trukturdiagrammen},
  url = {https://www.swc.rwth-aachen.de/lufgi/teaching/theses/completed/Mathias\_Funk\_Thesis\_Report.pdf},
  year = {2006}
}

2005

  1. browsing, face-recognition, interface, segmenta...

    Lyons, M., Funk, M., & Kuwabara, K. (2005). Segment and Browse: A Strategy for Supporting Human Monitoring of Facial Expression Behaviour. In M. F. Costabile & F. Paternò (Eds.), Proceedings of the Tenth IFIP TC13 International Conference on Human-Computer Interaction (Vol. 3585, pp. 1120–1123). Springer Berlin / Heidelberg.

    URL BibTeX Link to publication 
    @inproceedings{citeulike:3349266,
  address = {Berlin, Heidelberg},
  author = {Lyons, M. and Funk, M. and Kuwabara, K.},
  booktitle = {Proceedings of the Tenth IFIP TC13 International Conference on Human-Computer Interaction},
  chapter = {119},
  citeulike-article-id = {3349266},
  citeulike-linkout-0 = {http://www.mathias-funk.com/publications/2005/lyons\_interact05.pdf},
  citeulike-linkout-1 = {http://dx.doi.org/10.1007/11555261\_119},
  citeulike-linkout-2 = {http://dx.doi.org/10.1007/11555261\_119},
  citeulike-linkout-3 = {http://www.springerlink.com/content/622jy7w5m42pg2gf},
  doi = {10.1007/11555261\_119},
  editor = {Costabile, Maria F. and Patern\`{o}, Fabio},
  isbn = {978-3-540-28943-2},
  journal = {Proceedings of the Tenth IFIP TC13 International Conference on Human-Computer Interaction},
  keywords = {browsing, face-recognition, interface, segmentation, video-processing},
  location = {Rome, Italy},
  month = sep,
  pages = {1120--1123},
  posted-at = {2008-09-28 23:22:39},
  priority = {0},
  publisher = {Springer Berlin / Heidelberg},
  series = {Lecture Notes in Computer Science},
  title = {Segment and Browse: A Strategy for Supporting Human Monitoring of Facial Expression Behaviour},
  url = {http://www.mathias-funk.com/publications/2005/lyons\_interact05.pdf},
  volume = {3585},
  year = {2005}
}

  2. expression, instrument, music, nime05

    Funk, M., Kuwabara, K., & Lyons, M. J. (2005). Sonification of Facial Actions for Musical Expression. Proceedings of the 2005 Conference on New Interfaces for Musical Expression. http://www.mathias-funk.com/publications/2005/funk_nime05.pdf

    URL BibTeX 
    @inproceedings{citeulike:3349260,
  author = {Funk, M. and Kuwabara, K. and Lyons, M. J.},
  booktitle = {Proceedings of the 2005 Conference on New Interfaces for Musical Expression},
  citeulike-article-id = {3349260},
  citeulike-linkout-0 = {http://www.mathias-funk.com/publications/2005/funk\_nime05.pdf},
  journal = {Proceedings of the 2005 Conference on New Interfaces for Musical Expression},
  keywords = {expression, instrument, music, nime05},
  location = {Vancouver, Canada},
  posted-at = {2008-09-28 23:20:01},
  priority = {0},
  title = {Sonification of Facial Actions for Musical Expression},
  url = {http://www.mathias-funk.com/publications/2005/funk\_nime05.pdf},
  year = {2005}
}