Robustness of privacy-preserving collaborative recommenders against popularity bias problem. - Mert Gulsoy; Emre Yalcin; Alper Bilge (PeerJ Comput. Sci., 2023)

A Novel Pre-Processing Technique to Combat Popularity Bias in Personality-Aware Recommender Systems. - Madiha Waris; Muhammad Zaman Fakhar; Mert Gulsoy; Emre Yalcin; Alper Bilge (IEEE Access, 2024)

: Dynamic User-oriented re-Ranking calibration strategy for popularity bias treatment of recommendation algorithms. - Mert Gulsoy; Emre Yalcin; Yucel Tacli; Alper Bilge (Int. J. Hum. Comput. Stud., 2025)

EquiRate: balanced rating injection approach for popularity bias mitigation in recommender systems. - Mert Gulsoy; Emre Yalcin; Alper Bilge (PeerJ Comput. Sci., 2025)