• TOIS'22 | A Survey on the Fairness of Recommender Systems
• CSUR'22 | Fairness in Ranking: A Survey
• Arxiv'22 | Fairness in Recommendation: A Survey | 知乎
• Arxiv'21 | Fairness in Rankings and Recommendations: An Overview
• Arxiv'21 | Bias and Debias in Recommender System: A Survey and Future Directions
• SIGIR'19 | Fairness and Discrimination in Retrieval and Recommendation
• SIGIR'18 | Fairness and Transparency in Ranking

Other Fields

• CSUR'21 | A Survey on Bias and Fairness in Machine Learning
• IEEE'20 | Fairness in Deep Learning: A Computational Perspective