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
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Netwerk
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With a little help from my friends
Willemsen, M. C. & Starke, A. D.
1/01/15 → 30/09/18
Project: Onderzoek direct
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Data-Driven Decision-Making
Buijsse, R., Willemsen, M. & Snijders, C., 2023, Data Science for Entrepreneurship: Principles and Methods for Data Engineering, Analytics, Entrepreneurship, and the Society. Liebregts, W., van den Heuvel, W-J. & van den Born, A. (redactie). Cham: Springer, blz. 239-277 39 blz. ( Classroom Companion: Business book series (CCB)).Onderzoeksoutput: Hoofdstuk in Boek/Rapport/Congresprocedure › Hoofdstuk › Academic › peer review
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It Seems Smart, but It Acts Stupid: Development of Trust in AI Advice in a Repeated Legal Decision-Making Task
Kahr, P. K., Rooks, G., Willemsen, M. C. & Snijders, C. C. P., 27 mrt. 2023, IUI 2023 - Proceedings of the 28th International Conference on Intelligent User Interfaces. New York: Association for Computing Machinery, Inc, blz. 528–539 12 blz. (International Conference on Intelligent User Interfaces, Proceedings IUI).Onderzoeksoutput: Hoofdstuk in Boek/Rapport/Congresprocedure › Conferentiebijdrage › Academic › peer review
Open AccessBestand2 Downloads (Pure) -
Promoting Music Exploration through Personalized Nudging in a Genre Exploration Recommender
Liang, Y. & Willemsen, M. C., 2023, In: International Journal of Human-Computer Interaction. 39, 7, blz. 1495-1518 24 blz.Onderzoeksoutput: Bijdrage aan tijdschrift › Tijdschriftartikel › Academic › peer review
Open AccessBestand1 Citaat (Scopus)4 Downloads (Pure) -
Exploring the Longitudinal Effects of Nudging on Users’ Music Genre Exploration Behavior and Listening Preferences
Liang, Y. & Willemsen, M. C., 12 sep. 2022, RecSys 2022 - Proceedings of the 16th ACM Conference on Recommender Systems. New York: Association for Computing Machinery, Inc, blz. 3–13 11 blz.Onderzoeksoutput: Hoofdstuk in Boek/Rapport/Congresprocedure › Conferentiebijdrage › Academic › peer review
Open AccessBestand23 Downloads (Pure) -
Improving understandability of feature contributions in model-agnostic explainable AI tools
Hadash, S., Willemsen, M. C., Snijders, C. & IJsselsteijn, W. A., 29 apr. 2022, CHI 2022 - Proceedings of the 2022 CHI Conference on Human Factors in Computing Systems. New York: Association for Computing Machinery, Inc, 9 blz. 487Onderzoeksoutput: Hoofdstuk in Boek/Rapport/Congresprocedure › Conferentiebijdrage › Academic › peer review
Open AccessBestand2 Citaten (Scopus)29 Downloads (Pure)
Activiteiten
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Joint Workshop on Interfaces and Human Decision Making for Recommender Systems
Martijn C. Willemsen (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)
Martijn C. Willemsen (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
Martijn C. Willemsen (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)
Martijn C. Willemsen (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)
Martijn C. Willemsen (Lid redactieraad)
1 okt. 2019 → 15 jan. 2020Activiteit: Types publicaties van collegiale toetsing en redactioneel werk › Publicatie peer-review › Wetenschappelijk
Cursussen
Knipsels
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JADS concludes lustrum year with Community Event
13/06/22
2 items van Media-aandacht
Pers / media: Vakinhoudelijk commentaar
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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 Mediabijdrage
Pers / media: PR activiteiten
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Zo rijdt Ireen Wüst de beste 1500 meter: 'Gewoon doen wat ze altijd doet'
6/02/22
1 Mediabijdrage
Pers / media: PR activiteiten
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Zo rijden onze schaatstoppers hun perfecte Olympische race
2/02/22
1 Mediabijdrage
Pers / media: PR activiteiten
Scriptie
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Subjective evaluation of JPEG-coded images : quality versus impairment judgements
Auteur: Willemsen, M. C., 31 aug. 1997Begeleider: de Ridder, H. (Afstudeerdocent 1), Keren, G. B. (Afstudeerdocent 2), Houtsma, A. J. M. (Afstudeerdocent 2) & den Brinker, A. C. (Afstudeerdocent 2)
Scriptie/Masterproef: Master
Bestand