Thèmes de recherche
- Systèmes de recommandation
- Learning Analytics
- Fouille de données
- Modélisation utilisateur
- E-éducation
Sélection de publications
- Martin Hlosta, Ivan Moser, Geoffray Bonnin et Per Bergamin, Do High-SES Students Better Overcome Early Difficulties? Testing the Compensatory Advantage Hypothesis in Online University Courses, Actes de la conférence Learning Analytics and Knowledge (LAK), 2026
- Guilherme Medeiros Machado, Geoffray Bonnin, Sylvain Castagnos, Lara Hoareau, Aude Thomas et Youssef Tazouti, Modelling children’s inhibitory skills using learning data from an educational app, Journal of Computer Assisted Learning (JCAL), 2023
- Iman Kamehkhosh, Dietmar Jannach et Geoffray Bonnin, Effects of Recommendations on the Playlist Creation Behavior of Users, User Modeling and User-Adapted Interaction (UMUAI), 2019.
- Anne Boyer et Geoffray Bonnin, Higher Education and the Revolution of Learning Analytics, Insight paper pour l’International Council for Open and Distance Education (ICDE), 2017.
- Dietmar Jannach, Iman Kamehkhosh et Geoffray Bonnin, Biases in Automated Music Playlist Generation: A Comparison of Next-Track Recommending Techniques, Actes de la conférence User Modeling, Adaptation, and Personalization (UMAP), 2016.
- Geoffray Bonnin et Dietmar Jannach, Automated Generation of Music Playlists: Survey and Experiments, Computing Surveys, 2014.
- Geoffray Bonnin et Dietmar Jannach, Evaluating the Quality of Generated Playlists Based on Hand-Crafted Samples, Actes de la conférence de l’International Society for Music Information Retrieval (ISMIR), 2013.
- Geoffray Bonnin, Armelle Brun et Anne Boyer, A Low Order Markov Model integrating Long-Distance Histories for Collaborative Recommender Systems, Actes de la conférence Intelligent User Interfaces (IUI), 2009.
