The Unfairness of Popularity Bias in Book Recommendation

The Unfairness of Popularity Bias in Book Recommendation

27 February 2022

Mohammadmehdi Naghiaei

Hossein A. Rahmani

Papers citing "The Unfairness of Popularity Bias in Book Recommendation"

10 / 10 papers shown

Title
Heterophily-Aware Fair Recommendation using Graph Convolutional Networks Nemat Gholinejad M. H. Chehreghani 102 3 0 20 Feb 2025
Towards Efficient Pareto-optimal Utility-Fairness between Groups in Repeated Rankings Phuong Dinh Mai Duc-Trong Le Tuan-Anh Hoang Dung D. Le 32 0 0 22 Feb 2024
A Personalized Framework for Consumer and Producer Group Fairness Optimization in Recommender Systems Hossein A. Rahmani Mohammadmehdi Naghiaei Yashar Deldjoo FaML 42 4 0 01 Feb 2024
Improving Conversational Recommendation Systems via Bias Analysis and Language-Model-Enhanced Data Augmentation Xi Wang Hossein A. Rahmani Jiqun Liu Emine Yilmaz 16 12 0 25 Oct 2023
A Survey on Popularity Bias in Recommender Systems Anastasiia Klimashevskaia Dietmar Jannach Mehdi Elahi C. Trattner 26 34 0 02 Aug 2023
A Survey on Fairness-aware Recommender Systems Di Jin Luzhi Wang He Zhang Yizhen Zheng Weiping Ding Feng Xia Shirui Pan FaML 25 41 0 01 Jun 2023
A Comparative Analysis of Bias Amplification in Graph Neural Network Approaches for Recommender Systems Nikzad Chizari Niloufar Shoeibi María N. Moreno-García 28 13 0 18 Jan 2023
Hidden Author Bias in Book Recommendation Savvina Daniil Mirjam Cuper Cynthia C. S. Liem Jacco van Ossenbruggen L. Hollink 36 3 0 01 Sep 2022
Experiments on Generalizability of User-Oriented Fairness in Recommender Systems Hossein A. Rahmani Mohammadmehdi Naghiaei M. Dehghan Mohammad Aliannejadi FaML 38 35 0 17 May 2022
CPFair: Personalized Consumer and Producer Fairness Re-ranking for Recommender Systems Mohammadmehdi Naghiaei Hossein A. Rahmani Yashar Deldjoo FaML 36 93 0 17 Apr 2022