Sylvain Castagnos

43 papers A 10B 2C 1Misc 1Journal 11Unranked 16

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	BIRD: A Museum Open Dataset Combining Behavior Patterns and Identity Types to Better Model Visitors' Experience. CoRR Alexanne Worm, Florian Marchal, Sylvain Castagnos
2026	J	`jnl`	Shift your Focus for the Greater Good: Improving Fairness at no cost for Accuracy and Diversity in News Recommender Systems. Trans. Recomm. Syst. Célina Treuillier, Sylvain Castagnos, Evan Dufraisse, Özlem Özgöbek, Armelle Brun
2025	—	`conf`	BIRD: A Museum Open Dataset Combining Behavior Patterns and Identity Types to Better Model Visitors' Experience. UMAP (Adjunct Publication) Alexanne Worm, Florian Marchal, Sylvain Castagnos
2024	Misc	`conf`	All Polarized but Still Different: a Multi-factorial Metric to Discriminate between Polarization Behaviors on Social Media. SAC Célina Treuillier, Sylvain Castagnos, Armelle Brun
2024	A	`conf`	Beyond Trade-offs: Unveiling Fairness-Constrained Diversity in News Recommender Systems. UMAP Célina Treuillier, Sylvain Castagnos, Özlem Özgöbek, Armelle Brun
2023	J	`jnl`	A Multi-Factorial Analysis of Polarization on Social Media. CoRR Célina Treuillier, Sylvain Castagnos, Armelle Brun
2023	—	`conf`	A Multi-factorial Analysis of Polarization on Social Media. UMAP (Adjunct Publication) Célina Treuillier, Armelle Brun, Sylvain Castagnos
2023	J	`jnl`	All Polarized but Still Different: a Multi-factorial Metric to Discriminate between Polarization Behaviors on Social Media. CoRR Célina Treuillier, Sylvain Castagnos, Armelle Brun
2023	J	`jnl`	Gaining a better understanding of online polarization by approaching it as a dynamic process. CoRR Célina Treuillier, Sylvain Castagnos, Christèle Lagier, Armelle Brun
2023	J	`jnl`	Modelling children's inhibitory skills using learning data from an educational app. J. Comput. Assist. Learn. Guilherme Medeiros Machado, Geoffray Bonnin, Sylvain Castagnos, Lara Hoareau, Aude Thomas, Youssef Tazouti
2022	—	`conf`	Being Diverse is Not Enough: Rethinking Diversity Evaluation to Meet Challenges of News Recommender Systems. UMAP (Adjunct Publication) Célina Treuillier, Sylvain Castagnos, Evan Dufraisse, Armelle Brun
2022	—	`conf`	Don't Burst Blindly: For a Better Use of Natural Language Processing to Fight Opinion Bubbles in News Recommendations. PoliticalNLP@LREC Evan Dufraisse, Célina Treuillier, Armelle Brun, Julien Tourille, Sylvain Castagnos, Adrian Popescu
2020	—	`conf`	An Approach to Model Children's Inhibition During Early Literacy and Numeracy Acquisition. AIED (2) Guilherme Medeiros Machado, Geoffray Bonnin, Sylvain Castagnos, Lara Hoareau, Aude Thomas, Youssef Tazouti
2019	—	`conf`	AntRS: Recommending Lists Through a Multi-objective Ant Colony System. ECIR (1) Pierre-Edouard Osche, Sylvain Castagnos, Anne Boyer
2019	—	`conf`	Eye Gaze Sequence Analysis to Model Memory in E-education. AIED (2) Maël Beuget, Sylvain Castagnos, Christophe Luxembourger, Anne Boyer
2019	—	`conf`	Inferring Art Preferences from Gaze Exploration in a Museum. UMAP (Adjunct Publication) Sylvain Castagnos, Florian Marchal, Alexandre Bertrand, Morgane Colle, Djalila Mahmoudi
2019	J	`jnl`	Learning Analytics Made in France: The METALproject. CoRR Armelle Brun, Geoffray Bonnin, Sylvain Castagnos, Azim Roussanaly, Anne Boyer
2018	—	`conf`	A museum app to trigger users' reflection. mobileCH@Mobile HCI Kalliopi Kontiza, Olga Loboda, Louis Deladiennee, Sylvain Castagnos, Yannick Naudet
2018	J	`jnl`	First Attempt to Predict User Memory from Gaze Data. Int. J. Artif. Intell. Tools Florian Marchal, Sylvain Castagnos, Anne Boyer
2018	—	`ed.`	Proceedings of the 2nd Workshop on Mobile Access to Cultural Heritage co-located with 20th International Conference on Human-Computer Interaction with Mobile Devices and Services, mobileCH@Mobile HCI 2018, Barcelona, Spain, September 3, 2018. mobileCH@Mobile HCI Sylvain Castagnos, Tsvi Kuflik, Ioanna Lykourentzou, Manolis Wallace
2017	A	`conf`	Are Item Attributes a Good Alternative to Context Elicitation in Recommender Systems? UMAP Amaury L'Huillier, Sylvain Castagnos, Anne Boyer
2016	B	`conf`	A First Step toward Recommendations Based on the Memory of Users. ICTAI Florian Marchal, Sylvain Castagnos, Anne Boyer
2016	J	`jnl`	Modéliser la diversité au cours du temps pour détecter le contexte dans un service de musique en ligne. Tech. Sci. Informatiques Amaury L'Huillier, Sylvain Castagnos, Anne Boyer
2016	A	`conf`	Tell Me What You See, I Will Tell You What You Remember. UMAP Florian Marchal, Sylvain Castagnos, Anne Boyer
2016	A	`conf`	The New Challenges when Modeling Context through Diversity over Time in Recommender Systems. UMAP Amaury L'Huillier, Sylvain Castagnos, Anne Boyer
2016	J	`jnl`	Toward a Robust Diversity-Based Model to Detect Changes of Context. CoRR Sylvain Castagnos, Amaury L'Huillier, Anne Boyer
2016	—	`conf`	Walk the line: Toward an efficient user model for recommendations in museums. SMAP Pierre-Edouard Osche, Sylvain Castagnos, Amedeo Napoli, Yannick Naudet
2015	B	`conf`	Toward a Robust Diversity-Based Model to Detect Changes of Context. ICTAI Sylvain Castagnos, Amaury L'Huillier, Anne Boyer
2014	—	`conf`	Understanding Usages by Modeling Diversity over Time. UMAP Workshops Amaury L'Huillier, Sylvain Castagnos, Anne Boyer
2013	—	`conf`	Utilité et perception de la diversité dans les systèmes de recommandation. CORIA Sylvain Castagnos, Armelle Brun, Anne Boyer
2011	J	`jnl`	From Community Detection to Mentor Selection in Rating-Free Collaborative Filtering. Adv. Multim. Armelle Brun, Sylvain Castagnos, Anne Boyer
2010	A	`conf`	Eye-tracking product recommenders' usage. RecSys Sylvain Castagnos, Nicolas Jones, Pearl Pu
2009	A	`conf`	Critiquing recommenders for public taste products. RecSys Pearl Pu, Maoan Zhou, Sylvain Castagnos
2009	A	`conf`	Recommenders' influence on buyers' decision process. RecSys Sylvain Castagnos, Nicolas Jones, Pearl Pu
2008	—	`—`	Modélisation de comportements et apprentissage stochastique non supervisé de stratégies d'interactions sociales au sein de systèmes temps réel de recherche et d'accès à l'information. (Behavior modeling and stochastic unsupervised learning of strategies of social interactions within real time systems of research and access to information). Sylvain Castagnos
2008	—	`conf`	Probabilistic Association Rules for Item-Based Recommender Systems. STAIRS Sylvain Castagnos, Armelle Brun, Anne Boyer
2008	A	`conf`	Probabilistic Reinforcement Rules for Item-Based Recommender Systems. ECAI Sylvain Castagnos, Armelle Brun, Anne Boyer
2007	—	`conf`	Adaptive Predictions in a User-centered Recommender System. WEBIST (2) Anne Boyer, Sylvain Castagnos
2007	—	`conf`	Modeling Preferences in a Distributed Recommender System. User Modeling Sylvain Castagnos, Anne Boyer
2007	A	`conf`	Personalized Communities in a Distributed Recommender System. ECIR Sylvain Castagnos, Anne Boyer
2006	A	`conf`	A Client/Server User-Based Collaborative Filtering Algorithm: Model and Implementation. ECAI Sylvain Castagnos, Anne Boyer
2006	—	`conf`	FRAC+: A Distributed Collaborative Filtering Model for Client/Server Architectures. WEBIST (1) Sylvain Castagnos, Anne Boyer
2005	C	`conf`	A Distributed Information Filtering: Stakes and Solution for Satellite Broadcasting. WEBIST Sylvain Castagnos, Anne Boyer, François Charpillet