Célina Treuillier

According to our database, Célina Treuillier authored at least 13 papers between 2022 and 2026.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2026

Shift your Focus for the Greater Good: Improving Fairness at no cost for Accuracy and Diversity in News Recommender Systems.

Célina Treuillier, Sylvain Castagnos, Evan Dufraisse, Özlem Özgöbek, Armelle Brun

Trans. Recomm. Syst., September, 2026

The 14th International Workshop on News Recommendation and Analytics (INRA 2026).

Célina Treuillier, Andreea Iana, Vandana Yadav, Benjamin Kille, Andreas Lommatzsch, Özlem Özgöbek

Proceedings of the 34th ACM Conference on User Modeling, Adaptation and Personalization, 2026

2025

The 13th International Workshop on News Recommendation and Analytics (INRA 2025).

Andreea Iana, Célina Treuillier, Vandana Yadav, Benjamin Kille, Andreas Lommatzsch, Özlem Özgöbek

Proceedings of the Nineteenth ACM Conference on Recommender Systems, 2025

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

PhD thesis, 2024

Beyond Trade-offs: Unveiling Fairness-Constrained Diversity in News Recommender Systems.

Célina Treuillier, Sylvain Castagnos, Özlem Özgöbek, Armelle Brun

Proceedings of the 32nd ACM Conference on User Modeling, Adaptation and Personalization, 2024

All Polarized but Still Different: a Multi-factorial Metric to Discriminate between Polarization Behaviors on Social Media.

Célina Treuillier, Sylvain Castagnos, Armelle Brun

Proceedings of the 39th ACM/SIGAPP Symposium on Applied Computing, 2024

12th International Workshop on News Recommendation and Analytics (INRA'24).

Benjamin Kille, Andreas Lommatzsch, Célina Treuillier, Vandana Yadav, Özlem Özgöbek

Proceedings of the 18th ACM Conference on Recommender Systems, 2024

2023

Gaining a better understanding of online polarization by approaching it as a dynamic process.

Célina Treuillier, Sylvain Castagnos, Christèle Lagier, Armelle Brun

CoRR, 2023

A Multi-factorial Analysis of Polarization on Social Media.

Célina Treuillier, Armelle Brun, Sylvain Castagnos

Proceedings of the Adjunct Proceedings of the 31st ACM Conference on User Modeling, 2023

2022

Being Diverse is Not Enough: Rethinking Diversity Evaluation to Meet Challenges of News Recommender Systems.

Célina Treuillier, Sylvain Castagnos, Evan Dufraisse, Armelle Brun

Proceedings of the UMAP '22: 30th ACM Conference on User Modeling, Adaptation and Personalization, Barcelona, Spain, July 4, 2022

Don't Burst Blindly: For a Better Use of Natural Language Processing to Fight Opinion Bubbles in News Recommendations.

Evan Dufraisse, Célina Treuillier, Armelle Brun, Julien Tourille, Sylvain Castagnos, Adrian Popescu

Proceedings of the LREC 2022 workshop on Natural Language Processing for Political Sciences, 2022

A New Way to Characterize Learning Datasets.

Célina Treuillier, Anne Boyer

Proceedings of the 14th International Conference on Computer Supported Education, 2022

Learning Profiles to Assess Educational Prediction Systems.

Amal Ben Soussia, Célina Treuillier, Azim Roussanaly, Anne Boyer

Proceedings of the Artificial Intelligence in Education - 23rd International Conference, 2022