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2025	What do personas say about privacy & security: a systematic literature review through human-AI collaboration Journal of Ambient Intelligence and Humanized Computing Amir Reza Asadi, Yuchong Zhang, Hazem Said
2025	EquiRate: balanced rating injection approach for popularity bias mitigation in recommender systems PeerJ Computer Science Mert Gulsoy, Emre Yalcin, Alper Bilge
2025	Explainability, Robustness, and Fairness in User-Centric Intelligent Systems: A Systematic Review IEEE Transactions on Emerging Topics in Computational Intelligence Idrees A. Zahid, Salem Garfan, M.A. Chyad, A. S. Albahri, O. S. Albahri, A. H. Alamoodi, Muhammet Deveci, Raad Z. Homod, Laith Alzubaidi
2025	Gender-aware fairness in iterative recommender systems: A simulation study on popularity bias Ömer Halisdemir Üniversitesi Mühendislik Bilimleri Dergisi Yıldız Zoralioğlu, Emre Yalçın
2025	: Dynamic User-oriented re-Ranking calibration strategy for popularity bias treatment of recommendation algorithms International Journal of Human-Computer Studies Mert Gulsoy, Emre Yalcin, Yucel Tacli, Alper Bilge
2024	A novel target item-based similarity function in privacy-preserving collaborative filtering The Journal of Supercomputing Emre Yalcin, Alper Bilge