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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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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Benefits of Machine Learning Explanations: Improved Learning in an AI-assisted Sequence Prediction Task
Liang, Y., Collaris, D., Willemsen, M. C. & van Wijk, J. J., 24 Mar 2025, IUI '25: Proceedings of the 30th International Conference on Intelligent User Interfaces. Li, T., Paternò, F., Väänänen, K., Leiva, L., Spano, D. & Verbert, K. (eds.). New York: Association for Computing Machinery, Inc, p. 231-246 16 p.Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review
Open AccessFile1 Downloads (Pure) -
Good Performance Isn't Enough to Trust AI: Lessons from Logistics Experts on Their Long-Term Collaboration with an AI Planning System
Kahr, P., Rooks, G., Snijders, C. C. P. & Willemsen, M. C., 25 Apr 2025, CHI '25: Proceedings of the 2025 CHI Conference on Human Factors in Computing Systems. Yamashita, N., Evers, V., Yatani, K., Ding, X., Lee, B., Chetty, M. & Toups-Dugas, P. (eds.). New York: Association for Computing Machinery, Inc, 16 p. 1100Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review
Open AccessFile2 Downloads (Pure) -
11th Joint Workshop on Interfaces and Human Decision Making for Recommender Systems (IntRS'24)
Brusilovsky, P., de Gemmis, M., Felfernig, A., Polignano, M., Semeraro, G. & Willemsen, M. C., 8 Oct 2024, RecSys '24: Proceedings of the 18th ACM Conference on Recommender Systems. Association for Computing Machinery, Inc, p. 1253-1257 5 p.Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review
Open AccessFile -
Benefits of Human-AI Interaction for Expert Users Interacting with Prediction Models: a Study on Marathon Running
Muijlwijk, H., Willemsen, M. C., Smyth, B. & IJsselsteijn, W. A., 5 Apr 2024, IUI '24: Proceedings of the 29th International Conference on Intelligent User Interfaces. New York: Association for Computing Machinery, Inc, p. 245–258 14 p.Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review
Open AccessFile1 Citation (Scopus)60 Downloads (Pure) -
Leveraging ChatGPT for Automated Human-centered Explanations in Recommender Systems
Silva, Í., Marinho, L., Said, A. & Willemsen, M. C., 5 Apr 2024, IUI '24: Proceedings of the 29th International Conference on Intelligent User Interfaces. New York: Association for Computing Machinery, Inc, p. 597–608 12 p.Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review
Open AccessFile11 Citations (Scopus)114 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
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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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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Datawetenschapper aan TU/e voorspelt op basis van 300.000 wedstrijden hoe perfecte race van Irene Schouten eruitziet
9/02/22
1 Media contribution
Press/Media: Public Engagement Activities
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Zo rijdt Ireen Wüst de beste 1500 meter: 'Gewoon doen wat ze altijd doet'
6/02/22
1 Media contribution
Press/Media: Public Engagement Activities
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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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