Célina Treuillier

14 papers A 3Misc 1Journal 4Unranked 5
YearRankTypeTitle / Venue / Authors
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 A conf
The 13th International Workshop on News Recommendation and Analytics (INRA 2025).
RecSys
Andreea Iana, Célina Treuillier, Vandana Yadav, Benjamin Kille, Andreas Lommatzsch, Özlem Özgöbek
2024 A conf
12th International Workshop on News Recommendation and Analytics (INRA'24).
RecSys
Benjamin Kille, Andreas Lommatzsch, Célina Treuillier, Vandana Yadav, Özlem Özgöbek
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
2024 — —
Modélisation individuelle et multi-factorielle du phénomène de polarisation pour une personnalisation de l'apport en diversité dans les recommandations de news. (Individual and multi-factorial model of polarization to personalize diversification approaches in news recommendations).
Célina Treuillier
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
2022 — conf
A New Way to Characterize Learning Datasets.
CSEDU (2)
Célina Treuillier, Anne Boyer
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
2022 — conf
Learning Profiles to Assess Educational Prediction Systems.
AIED (1)
Amal Ben Soussia, Célina Treuillier, Azim Roussanaly, Anne Boyer