Projects per year
Personal profile
Research profile
Martijn Willemsen is an Associate Professor on human decision making in interactive systems in the Human Technology Interaction group at Eindhoven University of Technology (TU/e) and at the Jheronimus Academy of Data Science in Den Bosch (JADS). He researches the cognitive aspects of Human-Technology Interaction, with a strong focus on judgment and decision making in online environments. From a theoretical perspective, he has a special interest in process tracing technologies to capture and analyze information processing of decision makers.
His applied research focuses on how (online) decisions can be supported by recommender systems, and includes domains such as movies, music, health-related decisions (food, lifestyle, exercise) and energy-saving measures. His recent focus is on interactive recommender systems that help users to move forward, developing new preferences and/or healthier behavior, rather than reinforcing their current behaviors. Such systems can provide personalized behavioral change. Martijn also focusses on interactive and explainable AI, with recent work studying health and sport coaches interacting with prediction models.
Academic background
Martijn Willemsen holds an MSc in Electrical Engineering and in Technology and Society from TU/e. After obtaining his PhD in the psychology of decision making, he obtained a Veni grant from Dutch national science foundation NWO. He worked as a postdoc at Columbia University, where he developed, together with Eric Johnson, mouselabWEB: an online tool for studying information acquisition processes of decision makers. Recently, he led a project on IoT rivacy decision making funded by NWO and NSF, in collaboration with Clemson University (US).
In addition to his position at TU/e, Martijn also teaches in the data science programs of the Jheronimus Academy of Data Science (JADS).
His research has been published in leading conferences like CHI, IUI and RecSys and journals such as User Modeling and User-Adapted Interaction (UMUAI), Transactions on Interactive Intelligent Systems (TiiS), Computers and Security, Frontiers in AI, Journal of Behavioral Decision Making, Psychological Review and Organizational Behavior and Human Decision Processes.
Expertise related to UN Sustainable Development Goals
In 2015, UN member states agreed to 17 global Sustainable Development Goals (SDGs) to end poverty, protect the planet and ensure prosperity for all. This person’s work contributes towards the following SDG(s):
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SDG 3 Good Health and Well-being
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SDG 7 Affordable and Clean Energy
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SDG 9 Industry, Innovation, and Infrastructure
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SDG 13 Climate Action
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SDG 16 Peace, Justice and Strong Institutions
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Collaborations and top research areas from the last five years
Projects
- 2 Finished
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TEPAIV: TEPAIV
Willemsen, M. C. (Project Manager) & Liang, Y. (Project member)
28/09/18 → 15/05/24
Project: Second tier
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With a little help from my friends
Willemsen, M. C. (Project Manager) & Starke, A. D. (Project member)
1/01/15 → 30/09/18
Project: Research direct
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A Comparative User Study on Control-Flow Visualizations of Event Log Data
van der Linden, S., Willemsen, M. C., Brunings, M. D., Vilanova, A. & van den Elzen, S., 2026, (Accepted/In press) In: Computer Graphics Forum. XXResearch output: Contribution to journal › Article › Academic › peer-review
Open Access -
Beyond archetypes: Creating behavior-aware synthetic building populations through probabilistic multi-source data integration for multi-domain urban analysis
Latifi, M. (Corresponding author), Zucca, C. & Willemsen, M. C., 15 Aug 2026, In: Building and Environment. 302, 24 p., 114872.Research output: Contribution to journal › Article › Academic › peer-review
Open AccessFile4 Downloads (Pure) -
Evaluating the utility of feature importance visualizations in SHAP
Collaris, D. (Corresponding author-nrf), Liang, Y., Willemsen, M. C., Chatzimparmpas, A. & van Wijk, J. J., Jul 2026, In: Information Visualization. 25, 3, p. 391-409 19 p.Research output: Contribution to journal › Article › Academic › peer-review
Open AccessFile2 Link opens in a new tab Citations (Scopus)8 Downloads (Pure) -
Let Me Introduce You: Stimulating Taste-Broadening Serendipity through Song Introductions
Binst, B., Maes, U., Willemsen, M. & Smets, A., 7 Jun 2026, UMAP '26: Proceedings of the 34th ACM Conference on User Modeling, Adaptation and Personalization. New York: Association for Computing Machinery, Inc., p. 127-136 10 p.Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review
Open AccessFile3 Downloads (Pure) -
The Blind Spots in Automated Feedback Generation for Academic Writing
Sasaki, T., Conijn, R. & Willemsen, M. C., 26 Apr 2026, LAK '26: Proceedings of the LAK26: 16th International Learning Analytics and Knowledge Conference. New York: Association for Computing Machinery, Inc., p. 610–620 11 p.Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review
Open AccessFile35 Downloads (Pure)
Prizes
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AlignAI
Zednik, C. (Recipient) & Willemsen, M. C. (Recipient), 1 Sept 2024
Prize: ERC › Other › Scientific
Activities
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Joint Workshop on Interfaces and Human Decision Making for Recommender Systems
Willemsen, M. C. (Organiser)
26 Sept 2020Activity: Participating in or organising an event types › Workshop, seminar, course or exhibition › Scientific
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14th ACM Conference on Recommender Systems, RecSys 2020 (Event)
Willemsen, M. C. (Editorial board member)
1 May 2020 → 1 Jul 2020Activity: Publication peer-review and editorial work types › Publication peer-review › Scientific
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15th ACM Conference on Recommender Systems, RecSys 2021
Willemsen, M. C. (Organiser)
1 Jan 2020 → 31 Dec 2021Activity: Participating in or organising an event types › Conference › Scientific
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Computers and Security (Journal)
Willemsen, M. C. (Peer reviewer)
2020 → …Activity: Publication peer-review and editorial work types › Publication peer-review › Scientific
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25th International Conference on Intelligent User Interfaces, IUI 2020 (Event)
Willemsen, M. C. (Editorial board member)
1 Oct 2019 → 15 Jan 2020Activity: Publication peer-review and editorial work types › Publication peer-review › Scientific
Courses
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Cognitive Science and AI
Rotman, S., Cule, B., Willemsen, M. C. & Matej Hrkalovic, T. 1/09/16 → 31/08/27
Course
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Supercrunchers: the human in an era of data science
Conijn, R., Willemsen, M. C. & Snijders, C. C. P. 1/09/15 → 31/08/27
Course
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Press/Media
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Track correction in speed skating
19/02/25 → 10/03/25
3 items of Media coverage
Press/Media: Public Engagement Activities
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ICAI Deep-Dive: From criminal catching to energy saving: the positive impact of using AI and Data in our lives
24/06/22
1 item of Media coverage
Press/Media: Expert Comment
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JADS concludes lustrum year with Community Event
Willemsen, M. C. & Podoynitsyna, K. S.
13/06/22
2 items of Media coverage
Press/Media: Expert Comment
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New ACM Journal Will be First-of-Its Kind Publication Dedicated Exclusively to Research on Recommender Systems
8/03/22 → 9/03/22
3 items of Media coverage
Press/Media: Expert Comment
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New Association for Computing Machinery Journal Will Be First-of-Its Kind Publication Dedicated Exclusively to Research on Recommender Systems
9/03/22
1 item of Media coverage
Press/Media: Expert Comment
Thesis
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Subjective evaluation of JPEG-coded images : quality versus impairment judgements
Willemsen, M. C. (Author), de Ridder, H. (Supervisor 1), Keren, G. B. (Supervisor 2), Houtsma, A. J. M. (Supervisor 2) & den Brinker, A. C. (Supervisor 2), 31 Aug 1997Student thesis: Master
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