Using AI Methods for Health Behavior Change is an international workshop at the 18th International Conference on Persuasive Technology. This workshop is held in a hybrid-onsite format on 19 April 2023, in Eindhoven, the Netherlands.
Artificial intelligence (AI) has been applied to health behavior change research for over a decade. Current research programs include machine learning for delivering just-in-time adaptive interventions, computational modeling of behavior change processes, and the use of social AI for communication and persuasion. With new advances in AI, we organize this international workshop at PERSUASIVE 2023 to bring together experts from all related disciplines to discuss and explore the potential of AI for behavior change research and the social, behavioral, and ethical implications of the approach.
We expect the workshop to achieve the following outcomes: (1) Increased awareness and publicity for the use of AI methods in health behavior change research at the regional and international level; (2) A collection of cutting-edge research ideas and programs that can benefit from discussion with experts in the fields; (3) A clearer view on the boundary of AI methods in behavior change (e.g., for what behaviors and target groups they work the best, ethical considerations, etc.); (4) New collaborations among the workshop participants, with the potential to write a review and perspective paper on the topic of AI for health behavior change.
Persuasive AI
Invited Talk by Judith Masthoff
Modeling Mobile Health Users as Sequential Decision Making Agents
Invited Talk by Eura Shin
Nudging in AI: The Varying Effectiveness of Healthy Food Nudges in A Recipe Recommender System
Research Talk by Alain D. Starke, Ellen Van Loo
The Car as A Personal Space to Improve Your Health
Research Talk by Monique Dittrich
The Opportunities and Challenges of Just-in-Time Adaptive Interventions to Promote Healthy Eating
Research Talk by Monique Simons, Arend Ligtenberg, Nieke Sonneveld, Laura H.H. Winkens
Connecting Personal Behaviour to Collective Consequences: Behaviour Change Technologies for Sustainability
Research Talk by Matthew J. Dennis
Designing Social Robots for Health Behavior Change
Research Talk by Jiaxin Xu