Sylvain Castagnos

ORCID

Publication Activity (10 Years)

Years Active: 2005-2024
Publications (10 Years): 24

Top Venues

CoRR

UMAP

UMAP (Adjunct Publication)

ICTAI

Nancy 2 University, France (PHD)

Education History

Nancy 2 University, France

PHD

Publications

Célina Treuillier, Sylvain Castagnos, Özlem Özgöbek, Armelle Brun
Beyond Trade-offs: Unveiling Fairness-Constrained Diversity in News Recommender Systems. UMAP (2024)
Célina Treuillier, Sylvain Castagnos, Armelle Brun
All Polarized but Still Different: a Multi-factorial Metric to Discriminate between Polarization Behaviors on Social Media. SAC (2024)
Célina Treuillier, Sylvain Castagnos, Christèle Lagier, Armelle Brun
Gaining a better understanding of online polarization by approaching it as a dynamic process. CoRR (2023)
Célina Treuillier, Sylvain Castagnos, Armelle Brun
A Multi-Factorial Analysis of Polarization on Social Media. CoRR (2023)
Célina Treuillier, Sylvain Castagnos, Armelle Brun
All Polarized but Still Different: a Multi-factorial Metric to Discriminate between Polarization Behaviors on Social Media. CoRR (2023)
Célina Treuillier, Armelle Brun, Sylvain Castagnos
A Multi-factorial Analysis of Polarization on Social Media. UMAP (Adjunct Publication) (2023)
Guilherme Medeiros Machado, Geoffray Bonnin, Sylvain Castagnos, Lara Hoareau, Aude Thomas, Youssef Tazouti
Modelling children's inhibitory skills using learning data from an educational app. J. Comput. Assist. Learn. 39 (3) (2023)
Célina Treuillier, Sylvain Castagnos, Evan Dufraisse, Armelle Brun
Being Diverse is Not Enough: Rethinking Diversity Evaluation to Meet Challenges of News Recommender Systems. UMAP (Adjunct Publication) (2022)
Evan Dufraisse, Célina Treuillier, Armelle Brun, Julien Tourille, Sylvain Castagnos, Adrian Popescu
Don't Burst Blindly: For a Better Use of Natural Language Processing to Fight Opinion Bubbles in News Recommendations. PoliticalNLP@LREC (2022)
Guilherme Medeiros Machado, Geoffray Bonnin, Sylvain Castagnos, Lara Hoareau, Aude Thomas, Youssef Tazouti
An Approach to Model Children's Inhibition During Early Literacy and Numeracy Acquisition. AIED (2) (2020)
Sylvain Castagnos, Florian Marchal, Alexandre Bertrand, Morgane Colle, Djalila Mahmoudi
Inferring Art Preferences from Gaze Exploration in a Museum. UMAP (Adjunct Publication) (2019)
Armelle Brun, Geoffray Bonnin, Sylvain Castagnos, Azim Roussanaly, Anne Boyer
Learning Analytics Made in France: The METALproject. CoRR (2019)
Maël Beuget, Sylvain Castagnos, Christophe Luxembourger, Anne Boyer
Eye Gaze Sequence Analysis to Model Memory in E-education. AIED (2) (2019)
Pierre-Edouard Osche, Sylvain Castagnos, Anne Boyer
AntRS: Recommending Lists Through a Multi-objective Ant Colony System. ECIR (1) (2019)
Kalliopi Kontiza, Olga Loboda, Louis Deladiennee, Sylvain Castagnos, Yannick Naudet
A museum app to trigger users' reflection. mobileCH@Mobile HCI (2018)
Florian Marchal, Sylvain Castagnos, Anne Boyer
First Attempt to Predict User Memory from Gaze Data. Int. J. Artif. Intell. Tools 27 (6) (2018)
Amaury L'Huillier, Sylvain Castagnos, Anne Boyer
Are Item Attributes a Good Alternative to Context Elicitation in Recommender Systems? UMAP (2017)
Amaury L'Huillier, Sylvain Castagnos, Anne Boyer
The New Challenges when Modeling Context through Diversity over Time in Recommender Systems. UMAP (2016)
Florian Marchal, Sylvain Castagnos, Anne Boyer
A First Step toward Recommendations Based on the Memory of Users. ICTAI (2016)
Florian Marchal, Sylvain Castagnos, Anne Boyer
Tell Me What You See, I Will Tell You What You Remember. UMAP (2016)
Pierre-Edouard Osche, Sylvain Castagnos, Amedeo Napoli, Yannick Naudet
Walk the line: Toward an efficient user model for recommendations in museums. SMAP (2016)
Amaury L'Huillier, Sylvain Castagnos, Anne Boyer
Modéliser la diversité au cours du temps pour détecter le contexte dans un service de musique en ligne. Tech. Sci. Informatiques 35 (4-5) (2016)
Sylvain Castagnos, Amaury L'Huillier, Anne Boyer
Toward a Robust Diversity-Based Model to Detect Changes of Context. CoRR (2016)
Sylvain Castagnos, Amaury L'Huillier, Anne Boyer
Toward a Robust Diversity-Based Model to Detect Changes of Context. ICTAI (2015)
Amaury L'Huillier, Sylvain Castagnos, Anne Boyer
Understanding Usages by Modeling Diversity over Time. UMAP Workshops (2014)
Sylvain Castagnos, Armelle Brun, Anne Boyer
Utilité et perception de la diversité dans les systèmes de recommandation. CORIA (2013)
Armelle Brun, Sylvain Castagnos, Anne Boyer
From Community Detection to Mentor Selection in Rating-Free Collaborative Filtering. Adv. Multim. 2011 (2011)
Sylvain Castagnos, Nicolas Jones, Pearl Pu
Eye-tracking product recommenders' usage. RecSys (2010)
Sylvain Castagnos, Nicolas Jones, Pearl Pu
Recommenders' influence on buyers' decision process. RecSys (2009)
Pearl Pu, Maoan Zhou, Sylvain Castagnos
Critiquing recommenders for public taste products. RecSys (2009)
Sylvain Castagnos, Armelle Brun, Anne Boyer
Probabilistic Reinforcement Rules for Item-Based Recommender Systems. ECAI (2008)
Sylvain Castagnos, Armelle Brun, Anne Boyer
Probabilistic Association Rules for Item-Based Recommender Systems. STAIRS (2008)
Sylvain Castagnos, Anne Boyer
Personalized Communities in a Distributed Recommender System. ECIR (2007)
Sylvain Castagnos, Anne Boyer
Modeling Preferences in a Distributed Recommender System. User Modeling (2007)
Anne Boyer, Sylvain Castagnos
Adaptive Predictions in a User-centered Recommender System. WEBIST (2) (2007)
Sylvain Castagnos, Anne Boyer
A Client/Server User-Based Collaborative Filtering Algorithm: Model and Implementation. ECAI (2006)
Sylvain Castagnos, Anne Boyer
FRAC+: A Distributed Collaborative Filtering Model for Client/Server Architectures. WEBIST (1) (2006)
Sylvain Castagnos, Anne Boyer, François Charpillet
A Distributed Information Filtering: Stakes and Solution for Satellite Broadcasting. WEBIST (2005)

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Publication Activity (10 Years)

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Sylvain Castagnos