Projecten per jaar
Persoonlijk profiel
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 gerelateerd aan duurzame ontwikkelingsdoelstellingen van de VN
In 2015 stemden de VN-lidstaten in met 17 wereldwijde duurzame ontwikkelingsdoelstellingen (Sustainable Development Goals, SDG's) om armoede te beëindigen, de planeet te beschermen en voor iedereen welvaart te garanderen. Het werk van deze persoon draagt bij aan de volgende duurzame ontwikkelingsdoelstelling(en):
Vingerafdruk
- 1 Soortgelijke profielen
Samenwerkingen en hoofdonderzoeksgebieden uit de afgelopen vijf jaar
Projecten
- 2 Afgelopen
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TEPAIV: TEPAIV
Willemsen, M. C. (Project Manager) & Liang, Y. (Projectmedewerker)
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. (Projectmedewerker)
1/01/15 → 30/09/18
Project: Onderzoek direct
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12th Joint Workshop on Interfaces and Human Decision Making for Recommender Systems (IntRS'25)
Brusilovsky, P., Felfernig, A., Lops, P., Polignano, M., Semeraro, G. & Willemsen, M., 7 aug. 2025, RecSys '25: Proceedings of the Nineteenth ACM Conference on Recommender Systems. Bielikova, M., Kordik, P., Schedl, M., de Gemmis, M., Pera, S., Alves, R., Jeunen, O. & Ostuni, V. (uitgave). New York: Association for Computing Machinery, Inc., blz. 1357-1359 3 blz.Onderzoeksoutput: Hoofdstuk in Boek/Rapport/Congresprocedure › Conferentiebijdrage › Academic › peer review
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A federated game-theoretic strategy for three-phase voltage unbalance mitigation via dynamic pricing and demand response
Latifi, M. (Corresponding author), Zucca, C. & Willemsen, M. C., dec. 2025, In: Sustainable Energy, Grids and Networks. 44, 13 blz., 102059.Onderzoeksoutput: Bijdrage aan tijdschrift › Tijdschriftartikel › Academic › peer review
Open AccessBestand1 Downloads (Pure) -
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 mrt. 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. (uitgave). New York: Association for Computing Machinery, Inc., blz. 231-246 16 blz.Onderzoeksoutput: Hoofdstuk in Boek/Rapport/Congresprocedure › Conferentiebijdrage › Academic › peer review
Open AccessBestand61 Downloads (Pure) -
Goal setting and signposting in a rasch-based recommender system to promote household energy conservation
Oonk, A. S., Starke, A. D. & Willemsen, M. C. (Corresponding author), jun. 2025, In: Energy Efficiency. 18, 5, 22 blz., 48.Onderzoeksoutput: Bijdrage aan tijdschrift › Tijdschriftartikel › Academic › peer review
Open AccessBestand6 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. (uitgave). New York: Association for Computing Machinery, Inc., 16 blz. 1100Onderzoeksoutput: Hoofdstuk in Boek/Rapport/Congresprocedure › Conferentiebijdrage › Academic › peer review
Open AccessBestand2 Citaten (Scopus)47 Downloads (Pure)
Prijzen
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AlignAI
Zednik, C. (Ontvanger) & Willemsen, M. C. (Ontvanger), 1 sep. 2024
Prijs: ERC › Anders › Wetenschappelijk
Activiteiten
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Joint Workshop on Interfaces and Human Decision Making for Recommender Systems
Willemsen, M. C. (Organisator)
26 sep. 2020Activiteit: Types deelname aan of organisatie van een evenement › Workshop, seminar, cursus of expositie › Wetenschappelijk
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14th ACM Conference on Recommender Systems, RecSys 2020 (Evenement)
Willemsen, M. C. (Lid redactieraad)
1 mei 2020 → 1 jul. 2020Activiteit: Types publicaties van collegiale toetsing en redactioneel werk › Publicatie peer-review › Wetenschappelijk
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15th ACM Conference on Recommender Systems, RecSys 2021
Willemsen, M. C. (Organisator)
1 jan. 2020 → 31 dec. 2021Activiteit: Types deelname aan of organisatie van een evenement › Congres › Wetenschappelijk
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Computers and Security (Tijdschrift)
Willemsen, M. C. (Peer reviewer)
2020 → …Activiteit: Types publicaties van collegiale toetsing en redactioneel werk › Publicatie peer-review › Wetenschappelijk
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25th International Conference on Intelligent User Interfaces, IUI 2020 (Evenement)
Willemsen, M. C. (Lid redactieraad)
1 okt. 2019 → 15 jan. 2020Activiteit: Types publicaties van collegiale toetsing en redactioneel werk › Publicatie peer-review › Wetenschappelijk
Cursussen
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Cognitive Science and AI
Rotman, S., Cule, B., Willemsen, M. C. & Matej Hrkalovic, T. 1/09/16 → 31/08/26
Cursus
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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 → 31/08/26
Cursus
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Knipsels
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Track correction in speed skating
19/02/25 → 10/03/25
3 items van Media-aandacht
Pers / media: PR activiteiten
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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 van Media-aandacht
Pers / media: Vakinhoudelijk commentaar
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JADS concludes lustrum year with Community Event
Willemsen, M. C. & Podoynitsyna, K. S.
13/06/22
2 items van Media-aandacht
Pers / media: Vakinhoudelijk commentaar
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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 van Media-aandacht
Pers / media: Vakinhoudelijk commentaar
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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 van Media-aandacht
Pers / media: Vakinhoudelijk commentaar
Scriptie
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Subjective evaluation of JPEG-coded images : quality versus impairment judgements
Willemsen, M. C. (Auteur), de Ridder, H. (Afstudeerdocent 1), Keren, G. B. (Afstudeerdocent 2), Houtsma, A. J. M. (Afstudeerdocent 2) & den Brinker, A. C. (Afstudeerdocent 2), 31 aug. 1997Scriptie/Masterproef: Master
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