• 1075 Citaten
19962020
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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.

Vingerafdruk Duik in de onderzoeksthema's waar Martijn C. Willemsen actief is. Deze onderwerplabels komen voort uit het werk van deze persoon. Samen vormen ze een unieke vingerafdruk.

  • 2 Vergelijkbare profielen
Recommender systems Engineering en materiaalwetenschappen
User interfaces Engineering en materiaalwetenschappen
Decision making Engineering en materiaalwetenschappen
Energy conservation Engineering en materiaalwetenschappen
Factorization Engineering en materiaalwetenschappen
Health Engineering en materiaalwetenschappen

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Onderzoeksoutput 1996 2020

3 Downloads (Pure)

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 tijdschriftTijdschriftartikelAcademicpeer review

energy saving
Energy conservation
Netherlands
paradigm
energy

(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. 76-95

Onderzoeksoutput: Hoofdstuk in Boek/Rapport/CongresprocedureHoofdstukAcademicpeer review

Cognition
Factory
Process tracing
Heuristics
Priority heuristic
1 Downloads (Pure)

Beyond behavior: the coach’s perspective on technology in health coaching

Rutjes, H., Willemsen, M. C. & IJsselsteijn, W. A., 2 mei 2019, CHI 2019 - Proceedings of the 2019 CHI Conference on Human Factors in Computing Systems. New York: Association for Computing Machinery, Inc, 14 blz. 670

Onderzoeksoutput: Hoofdstuk in Boek/Rapport/CongresprocedureConferentiebijdrageAcademicpeer review

Health
Innovation

Considerations on explainable AI and users’ mental models

Rutjes, H., Willemsen, M. & IJsselsteijn, W., 4 mei 2019, Where is the Human? Bridging the Gap Between AI and HCI: Workshop at CHI'19, May 4-9, 2019, Glasgow, Scotland UK. . New York, NY, USA: Association for Computing Machinery, Inc, 5 blz.

Onderzoeksoutput: Hoofdstuk in Boek/Rapport/CongresprocedureConferentiebijdrageAcademicpeer review

Open Access
Bestand
Social sciences
Human computer interaction

From preference into decision making: modeling user interactions in recommender systems

Zhao, Q., Willemsen, M. C., Adomavicius, G., Harper, F. M. & Konstan, J. A., 10 sep 2019, RecSys 2019 - 13th ACM Conference on Recommender Systems. New York: Association for Computing Machinery, Inc, blz. 29-33 5 blz.

Onderzoeksoutput: Hoofdstuk in Boek/Rapport/CongresprocedureConferentiebijdrageAcademicpeer review

Recommender systems
Decision making
Recurrent neural networks
Learning systems

Cursussen

Cognitive Science

1/09/17 → …

Cursus

Decision theory

1/09/13 → …

Cursus

HTI Research project

1/09/15 → …

Cursus

Pers/media

Can Trailers Help to Alleviate Popularity Bias in Choice-Based Preference Elicitation?

Martijn C. Willemsen

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 2019

Begeleider: 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 2009

Begeleider: Willemsen, M. (Afstudeerdocent 1) & Dellaert, B. G. (Afstudeerdocent 2)

Scriptie/masterproef: Master

Bestand
Bestand

Albert Heijn beleef de service met ons mee!

Auteur: Dalm, W., 31 okt 2008

Begeleider: 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 2018

Begeleider: Radha, M. (Afstudeerdocent 1), Willemsen, M. (Afstudeerdocent 2) & IJsselsteijn, W. (Afstudeerdocent 2)

Scriptie/masterproef: Master

Bestand