Personal profile

Research interests

My research explores human-computer interaction and applied artificial intelligence in the contexts of education, cultural heritage and public engagement. I am interested in issues around awareness, engagement and agency in the adoption of new technologies. Much of my recent work has focused on AI-enhanced visitor engagement and informal learning in museums. Here are some of my past and current projects.

Approach to teaching

I lead a number of undergraduate and postgraduate computing modules, which are reviewed and updated every year to ensure they reflect best practice and keep up with ongoing technical developments in the industry.

Drawing on Papert's [5] constructionism, a constructivist learning approach shown to be particularly effective for computing subjects [4], my teaching has a strong emphasis on practical lab sessions, where students actively develop their knowledge and skills by writing and debugging code, sharing their knowledge with each other, and learning from mistakes as they go along. This is reflected in assessment tasks, which use Biggs’ [1] idea of constructive alignment and involve coursework where students apply their learning to concrete problems.

An advocate of research-informed teaching [2,3], I make students aware of on-going research related to subjects, illustrate theoretical concepts with practical examples from my own prototype development, and actively involve students in the design, development and evaluation of research prototypes.

I am a Fellow of the Higher Education Academy since 2019 and keep up-to-date with developments in my field by tapping into relevant channels, playing an active part in the developer community, engaging with industry professionals and taking part in academic conferences. 

 

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[1] Biggs, J. (1996). Enhancing teaching through constructive alignment. Higher education, 32(3), pp.347-364.

[2] Griffiths, R. (2004). Knowledge production and the research teaching nexus: The case of the built environment disciplines. Studies in Higher Education, 29(6), pp. 709–726.

[3] Healey, M. (2005). Linking research and teaching: Exploring disciplinary spaces and the role of inquiry-based learning. In Barnett, R. (ed.) Reshaping the university: New relationships between research, scholarship and teaching. McGraw-Hill Education (UK).pp. 67-78.

[4] Kafai, Y. B. and Resnick, M. (1996). Constructionism in practice: Designing, thinking, and learning in a digital world. Hillsdale, NJ: Lawrence Erlbaum Associates

[5] Papert, S. (1991). Situating Constructionism. In Papert, S. and Harel, I. (Eds) Constructionism. Cambridge, MA: MIT Press.

 

Supervisory Interests

I supervise research students exploring human-computer interaction and applied artificial intelligence topics in education, cultural heritage and public engagement.

I am particularly interested in research-through-design [1] projects generating new knowledge through the iterative, user-centred development and evaluation of design prototypes.

For past work and specific research interests please refer to my project pages

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[1] Stappers, P. J., & Giaccardi, E. (2017). Research through design. In The encyclopedia of human-computer interaction (pp. 1-94). The Interaction Design Foundation. 

Education/Academic qualification

PhD

External positions

External Examiner, Norwegian University of Science and Technology

2014 → …

Keywords

  • QA76 Computer software
  • human computer interaction
  • ubiquitous computing
  • technology-enhanced learning
  • user-generated content
  • interactive machine learning

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  • 1 Similar Profiles
  • Gesture Me: A Machine Learning Tool for Designers to Train Gesture Classifiers

    Winter, M., Jackson, P. & Fallahkhair, S., 23 Dec 2023, Computer-Human Interaction Research and Applications. CHIRA 2023.. da Silva, H. P. & Cipresso, P. (eds.). Cham: Springer Nature, Vol. 1996. p. 336-352 ( Communications in Computer and Information Science; vol. 1996).

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  • Low-power Machine Learning for Visitor Engagement in Museums

    Winter, M., Sweeney, L., Mason, K. & Blume, P., 28 Oct 2022, Proceedings of the 6th International Conference on Computer-Human Interaction Research and Applications (CHIRA 2022). INSTICC ScitePress, p. 236-243 8 p. (Proceedings of the 6th International Conference on Computer-Human Interaction Research and Applications).

    Research output: Chapter in Book/Conference proceeding with ISSN or ISBNConference contribution with ISSN or ISBNpeer-review

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  • Display Placement and Design: Impact on Engagement with Social Object Labels in a Gallery Environment

    Winter, M., 22 Jan 2021, Computer-Human Interaction Research and Applications - Second International Conference, CHIRA 2018, Seville, Spain, September 19–21, 2018 and Third International Conference, CHIRA 2019, Revised Selected Papers. Escalona, M. J., Ramirez, A. J., Silva, H. P., Constantine, L., Helfert, M. & Holzinger, A. (eds.). Cham: Springer, Vol. 1351. p. 1-24 24 p. (Communications in Computer and Information Science; vol. 1351).

    Research output: Chapter in Book/Conference proceeding with ISSN or ISBNConference contribution with ISSN or ISBNpeer-review

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  • Flatpack ML: How to support designers in creating a new generation of customizable machine learning applications

    Winter, M. & Jackson, P., 10 Jul 2020, Design, User Experience, and Usability. Design for Contemporary Interactive Environments - 9th International Conference, DUXU 2020, Held as Part of the 22nd HCI International Conference, HCII 2020, Proceedings: Design for Contemporary Interactive Environments. Marcus, A. & Rosenzweig, E. (eds.). Cham: Springer LNCS, Vol. 12201. p. 175-193 19 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 12201 LNCS).

    Research output: Chapter in Book/Conference proceeding with ISSN or ISBNConference contribution with ISSN or ISBNpeer-review

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  • Requirements for an in-gallery social interpretation platform: a museum perspective

    Winter, M., 20 Sept 2019, CHIRA 2019 - Proceedings of the 3rd International Conference on Computer-Human Interaction Research and Applications. Silva, H. P., Ramirez, A. J., Holzinger, A., Helfert, M. & Constantine, L. (eds.). INSTICC ScitePress, p. 66-77 12 p. (CHIRA 2019 - Proceedings of the 3rd International Conference on Computer-Human Interaction Research and Applications).

    Research output: Chapter in Book/Conference proceeding with ISSN or ISBNConference contribution with ISSN or ISBNpeer-review

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    File