Projecten per jaar
Persoonlijk profiel
Research profile
Chao Zhang is an Assistant Professor in Human-Centered AI in the Human-Technology Interaction group at Eindhoven University of Technology (TU/e). His research interests lie in the relationship between psychology and technology. Examples include the psychological implications of new technologies, or using technological innovations to understand human behavior. He has accumulated a line of research into combining data-driven methods (such as machine learning and computational modeling) and psychological theories in order to understand and facilitate positive behavior change, build expertise through real-world intervention studies, and model complex and time-intensive data. His recent work also extends to intended and unintended social characteristics in AI-driven systems and how these impact human perception and behavior.
Academic background
Chao Zhang has a background in psychology and industrial design and obtained his Masters degree (with honors) in human-technology interaction at TU/e. He also completed his PhD at TU/e in 2019 on the topic of intelligent systems for lifestyle behavior change. Before returning to TU/e as an Assistant Professor in 2021, he worked as a post-doc at Utrecht University and coordinated the HUMAN-AI Alliance program between Utrecht and Eindhoven. He has co-organized an international workshop and co-edited a special issue (Frontiers in Artificial Intelligence) on human-centered AI.
Quote
My passion for research lies at the intersection of psychology and technology.
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):
-
SDG 2 – Geen honger
-
SDG 3 – Goede gezondheid en welzijn
Vingerafdruk
- 1 Soortgelijke profielen
Samenwerkingen en hoofdonderzoeksgebieden uit de afgelopen vijf jaar
Projecten
- 1 Actief
-
ENFIELD: European Lighthouse to Manifest Trustworthy and Green AI
Van Gorp, P. (Project Manager), Zhang, C. (Projectmedewerker), Grau Garcia, I. (Projectmedewerker) & Baer, G. (Projectmedewerker)
1/09/23 → 31/12/26
Project: Third tier
Onderzoeksoutput
-
Designing Persuasive Social Robots for Health Behavior Change: A Systematic Review of Behavior Change Strategies and Evaluation Methods
Xu, J., Zhang, C., Cuijpers, R. H. & IJsselsteijn, W. A., 16 mrt 2026, HRI '26: Proceedings of the 2026 ACM/IEEE International Conference on Human-Robot Interaction. Torre, I., Baillie, L., Smart, W. D., Graaf, M. D. & Gombolay, M. (reds.). New York: Association for Computing Machinery, Inc., blz. 765-775 11 blz.Onderzoeksoutput: Hoofdstuk in Boek/Rapport/Congresprocedure › Conferentiebijdrage › Academic › peer review
Open AccessBestand44 Downloads (Pure) -
Does Explanation Correctness Matter? Linking Computational XAI Evaluation to Human Understanding
Baer, G., Zhang, C., Grau, I. & Gorp, P. V., 26 mrt 2026, arXiv.org, 24 blz.Onderzoeksoutput: Werkdocument › Preprint › Academic
Open AccessBestand11 Downloads (Pure) -
Why do Class-Dependent Evaluation Effects Occur with Time Series Feature Attributions? A Synthetic Data Investigation
Baer, G. (Corresponderende auteur), Grau, I., Zhang, C. & Van Gorp, P., 1 mei 2026, Machine Learning and Principles and Practice of Knowledge Discovery in Databases: International Workshops of ECML PKDD 2025, Porto, Portugal, September 15–19, 2025, Revised Selected Papers. Koprinska, I., Mendes-Moreira, J. & Branco, P. (reds.). Cham: Springer, Vol. IV. blz. 380-395 16 blz. (Communications in Computer and Information Science (CCIS); vol. 2842).Onderzoeksoutput: Hoofdstuk in Boek/Rapport/Congresprocedure › Conferentiebijdrage › Academic › peer review
Open AccessBestand9 Downloads (Pure) -
Assessing and Quantifying Perceived Trust in Interpretable Clinical Decision Support
Abbaspour Onari, M. (Corresponderende auteur), Grau, I., Zhang, C., Nobile, M. S. & Zhang, Y., 12 okt 2025, Explainable Artificial Intelligence: Third World Conference, xAI 2025, Istanbul, Turkey, July 9–11, 2025, Proceedings. Guidotti, R., Schmid, U. & Longo, L. (reds.). Cham: Springer, Vol. Part III. blz. 202-222 21 blz. (Communications in Computer and Information Science (CCIS); vol. 2578).Onderzoeksoutput: Hoofdstuk in Boek/Rapport/Congresprocedure › Conferentiebijdrage › Academic › peer review
Open AccessBestand13 Downloads (Pure) -
Class-Dependent Perturbation Effects in Evaluating Time Series Attributions
Baer, G., Grau, I., Zhang, C. & Van Gorp, P., 24 feb 2025, arXiv.org, 24 blz.Onderzoeksoutput: Werkdocument › Preprint › Academic
Open AccessBestand99 Downloads (Pure)
Prijzen
-
Nomination for TU/e PhD Thesis Award 2021
Zhang, C. (Ontvanger), 2021
Prijs: TU/e › Anders › Wetenschappelijk
-
Developing and Validating a Game-Based Paradigm for Advancing the Science of Habit Change
Zhang, C. (Ontvanger), 23 mei 2025
Prijs: NWO › Other › Wetenschappelijk
-
ENFIELD Project's 2nd General Assembly and 2nd Workshop of the Human-Centric AI and Trustworthy AI Research Pillars
Baer, G. (Organisator), Grau Garcia, I. (Organisator) & Zhang, C. (Organisator)
10 sep 2024 → 13 sep 2024Activiteit: Types deelname aan of organisatie van een evenement › Workshop, seminar, cursus of expositie › Wetenschappelijk
-
Frontiers in Artificial Intelligence (Tijdschrift)
Zhang, C. (Gastredacteur), Sankaran, S. (Gastredacteur), Väänänen, K. (Gastredacteur) & Lopez, M. G. (Gastredacteur)
2021 → …Activiteit: Types publicaties van collegiale toetsing en redactioneel werk › Redactioneel werk › Wetenschappelijk
Cursussen
-
-
Cognitive psychology and decision making
Zhang, C., Conijn, R., Armağan Arslankaya, Y. & Zhang, R. 1/09/12 → 31/08/27
Cursus
-
Human-AI Interaction
Conijn, R., IJsselsteijn, W. A., Zhang, C., Schmidt, R. & Ronckers, M. L. M. 1/09/22 → 31/08/27
Cursus
-
Human-centered AI
Nuñez Castellar, E., Conijn, R., Zhang, C. & IJsselsteijn, W. A. 1/09/23 → 31/08/27
Cursus
Scriptie
-
Louder as closer: voice intensity influences distance judgment in telecommunication
Zhang, C. (Auteur), IJsselsteijn, W. A. (Afstudeerdocent 1) & Lakens, D. (Afstudeerdocent 2), 31 aug 2012Scriptie/Masterproef: Master
Bestand