Elena Stefancova

16 papers A* 2A 3B 1Journal 8Unranked 2
YearRankTypeTitle / Venue / Authors
2025 J jnl
Dynamic Fairness-aware Recommendation Through Multi-agent Social Choice.
Trans. Recomm. Syst.
Amanda Aird, Paresha Farastu, Joshua Sun, Elena Stefancova, Cassidy All, Amy Voida, Nicholas Mattei, Robin Burke
2025 A conf
Integrating Individual and Group Fairness for Recommender Systems through Social Choice.
RecSys
Amanda Aird, Elena Stefancova, Anas Buhayh, Cassidy All, Martin Homola, Nicholas Mattei, Robin Burke
2024 J jnl
Data Generation via Latent Factor Simulation for Fairness-aware Re-ranking.
CoRR
Elena Stefancova, Cassidy All, Joshua Paup, Martin Homola, Nicholas Mattei, Robin Burke
2024 A conf
Social Choice for Heterogeneous Fairness in Recommendation.
RecSys
Amanda Aird, Elena Stefancova, Cassidy All, Amy Voida, Martin Homola, Nicholas Mattei, Robin Burke
2024 J jnl
Social Choice for Heterogeneous Fairness in Recommendation.
CoRR
Amanda Aird, Elena Stefancova, Cassidy All, Amy Voida, Martin Homola, Nicholas Mattei, Robin Burke
2023 J jnl
Auditing YouTube's Recommendation Algorithm for Misinformation Filter Bubbles.
Trans. Recomm. Syst.
Ivan Srba, Róbert Móro, Matús Tomlein, Branislav Pecher, Jakub Simko, Elena Stefancova, Michal Kompan, Andrea Hrckova, Juraj Podrouzek, Adrian Gavornik, Mária Bieliková
2023 J jnl
Exploring Social Choice Mechanisms for Recommendation Fairness in SCRUF.
CoRR
Amanda Aird, Cassidy All, Paresha Farastu, Elena Stefancova, Joshua Sun, Nicholas Mattei, Robin Burke
2022 J jnl
An Audit of Misinformation Filter Bubbles on YouTube: Bubble Bursting and Recent Behavior Changes.
CoRR
Matús Tomlein, Branislav Pecher, Jakub Simko, Ivan Srba, Róbert Móro, Elena Stefancova, Michal Kompan, Andrea Hrckova, Juraj Podrouzek, Mária Bieliková
2022 J jnl
Auditing YouTube's Recommendation Algorithm for Misinformation Filter Bubbles.
CoRR
Ivan Srba, Róbert Móro, Matús Tomlein, Branislav Pecher, Jakub Simko, Elena Stefancova, Michal Kompan, Andrea Hrckova, Juraj Podrouzek, Adrian Gavornik, Mária Bieliková
2022 A* conf
Black-box Audit of YouTube's Video Recommendation: Investigation of Misinformation Filter Bubble Dynamics (Extended Abstract).
IJCAI
Matús Tomlein, Branislav Pecher, Jakub Simko, Ivan Srba, Róbert Móro, Elena Stefancova, Michal Kompan, Andrea Hrckova, Juraj Podrouzek, Mária Bieliková
2022 A* conf
Monant Medical Misinformation Dataset: Mapping Articles to Fact-Checked Claims.
SIGIR
Ivan Srba, Branislav Pecher, Matús Tomlein, Róbert Móro, Elena Stefancova, Jakub Simko, Mária Bieliková
2022 J jnl
Monant Medical Misinformation Dataset: Mapping Articles to Fact-Checked Claims.
CoRR
Ivan Srba, Branislav Pecher, Matús Tomlein, Róbert Móro, Elena Stefancova, Jakub Simko, Mária Bieliková
2021 A conf
An Audit of Misinformation Filter Bubbles on YouTube: Bubble Bursting and Recent Behavior Changes.
RecSys
Matús Tomlein, Branislav Pecher, Jakub Simko, Ivan Srba, Róbert Móro, Elena Stefancova, Michal Kompan, Andrea Hrckova, Juraj Podrouzek, Mária Bieliková
2021 — conf
Towards Continuous Automatic Audits of Social Media Adaptive Behavior and its Role in Misinformation Spreading.
UMAP (Adjunct Publication)
Jakub Simko, Matús Tomlein, Branislav Pecher, Róbert Móro, Ivan Srba, Elena Stefancova, Andrea Hrckova, Michal Kompan, Juraj Podrouzek, Mária Bieliková
2020 B conf
POI Recommendation Based on Locality-Specific Seasonality and Long-Term Trends.
SOFSEM
Elena Stefancova, Ivan Srba
2018 — conf
Towards Detection of Usability Issues by Measuring Emotions.
ADBIS (Short Papers and Workshops)
Elena Stefancova, Róbert Móro, Mária Bieliková