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). Martijn researches the cognitive aspects of Human-Technology Interaction, with a strong focus on judgment and decision making in online environments. His applied research focuses on how online decisions can be supported by recommender systems, and includes domains such as movies, health related decisions and energy-saving measures. From a more theoretical perspective, he has a special interest in process tracing technologies to capture and analyze in detail information processing of decision makers.
His applied research focuses on online consumer decision making including environmental and health decisions and how these can be supported by recommender systems. Recent research has focused on user-centric development and evaluation of recommender systems and the psychological aspects of decision making in recommender systems. Topics include choice overload, the impact of diversification on choice difficulty and choice satisfaction and how memory processes influence rating behavior.
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 NOW. 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.
In addition to his position at TU/e, Martijn also teaches in the data science programs of the Jheronimus Academy of Data Science (jads.nl). He is part of the core team of the Customer Journey Research Program in the Data Science Center Eindhoven (DSC/e) and of the Humans and Data research team at JADS, Marienburg. He has regularly contributed book chapters as well as articles to conference publications and journals, including Current Directions in Psychological Science and ACM Transactions on Interactive Intelligent Systems.
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Netwerk
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Projecten
- 1 Afgelopen
With a little help from my friends
Willemsen, M. C. & Starke, A. D.
1/01/15 → 30/09/18
Project: Onderzoek direct
Onderzoeksoutput
Beyond “one-size-fits-all” platforms: Applying Campbell's paradigm to test personalized energy advice in the Netherlands
Starke, A. D., Willemsen, M. C. & Snijders, C. C. P., 1 jan 2020, In : Energy Research and Social Science. 59, 12 blz., 101311.Onderzoeksoutput: Bijdrage aan tijdschrift › Tijdschriftartikel › Academic › peer review
1
Citaat
(Scopus)
3
Downloads
(Pure)
Playing with fire : understanding how experiencing a fire in an immersive virtual environment affects prevention behavior
Jansen, P. C. P., Snijders, C. C. P. & Willemsen, M. C., 6 mrt 2020, In : PLoS ONE. 15, 3, 29 blz., e0229197.Onderzoeksoutput: Bijdrage aan tijdschrift › Tijdschriftartikel › Academic › peer review
Open Access
Bestand
Tailoring transparency to expertise: health professionals’ need for transparency in representing self-tracking data of clients
Onderzoeksoutput: Bijdrage aan congres › Paper › Academic
With a little help from my peers
Starke, A. D., Willemsen, M. C. & Snijders, C., 17 mrt 2020, Proceedings of the 25th International Conference on Intelligent User Interfaces, IUI 2020. Association for Computing Machinery, Inc, blz. 568-578 11 blz.Onderzoeksoutput: Hoofdstuk in Boek/Rapport/Congresprocedure › Conferentiebijdrage › Academic › peer review
Open Access
(Re)visiting the decision factory: observing cognition with MouselabWEB
Willemsen, M. C. & Johnson, E., 2019, A handbook of process tracing methods. Schulte-Mecklenbeck, M., Kuehberger, A. & Johnson, J. G. (redactie). 2nd redactie New York: Routledge Taylor & Francis Group, blz. 76-95Onderzoeksoutput: Hoofdstuk in Boek/Rapport/Congresprocedure › Hoofdstuk › Academic › peer review
Cursussen
Knipsels
Can Trailers Help to Alleviate Popularity Bias in Choice-Based Preference Elicitation?
16/09/16
1 item van Media-aandacht
Pers / media: Vakinhoudelijk commentaar
Scriptie
Adapting a Group Music Recommender System (GMRS) to its session-based purpose
Auteur: Janissen, B., 30 sep 2019Begeleider: Willemsen, M. (Afstudeerdocent 1) & Snijders, C. (Afstudeerdocent 2)
Scriptie/masterproef: Master
Bestand
Adaptive advice: adapting a recommender system for energy-saving behaviors to personal differences in decision-making
Auteur: Knijnenburg, B., 31 aug 2009Begeleider: Willemsen, M. (Afstudeerdocent 1) & Dellaert, B. G. (Afstudeerdocent 2)
Scriptie/masterproef: Master
Bestand
Affective Music Recommender System (MRS): investigating the effectiveness and user satisfaction of different mood inducement strategies
Auteur: Amini, R., 31 jul 2019Begeleider: Willemsen, M. (Afstudeerdocent 1)
Scriptie/masterproef: Master
Bestand
Albert Heijn beleef de service met ons mee!
Auteur: Dalm, W., 31 okt 2008Begeleider: Willemsen, M. (Afstudeerdocent 1) & Snijders, C. (Afstudeerdocent 2)
Scriptie/masterproef: Master
Bestand
Ambient-light and sonification feedback to support home-based resistance training for normo- and pre-hypertensive individuals
Auteur: den Boer, N., 29 mrt 2018Begeleider: Radha, M. (Afstudeerdocent 1), Willemsen, M. (Afstudeerdocent 2) & IJsselsteijn, W. (Afstudeerdocent 2)
Scriptie/masterproef: Master
Bestand