Fair Recommendation is a recommendation approach that, as a sibling within the class of recommendation methods, specifically ensures equitable treatment and avoidance of bias across users and items by incorporating fairness-aware constraints or objectives in the recommendation process.
82
Publications
4.1K
Citations
227
Authors
95
Institutions
Publications per year
2017–2026
79
Publications
82
A Survey on the Fairness of Recommender Systems
Yifan Wang, Weizhi Ma, Min Zhang et al. · ACM Transactions on Information Systems · 2022 · 331 citations · Full text
Computing, Data Science, Data Mining +16
User-oriented Fairness in Recommendation
Yunqi Li, Hanxiong Chen, Zuohui Fu et al. · 2021 · 207 citations · Full text
Towards Long-term Fairness in Recommendation
Yingqiang Ge, Shuchang Liu, Ruoyuan Gao et al. · 2021 · 192 citations · Full text
FairRec: Two-Sided Fairness for Personalized Recommendations in Two-Sided Platforms
2020 · 182 citations · Full text
Computing, Economics, Auction Theory +15
1–5 of 82
Authors
227
- RB
9
h-index
- YZYongfeng Zhang
Rutgers, The State University of New Jersey, United States
8 publications · 733 citations
8
h-index
- YGYingqiang Ge
Rutgers, The State University of New Jersey, United States
8 publications · 774 citations
8
h-index
- MM
6
h-index
- YL
6
h-index
1–5 of 227
Institutions
95
Rutgers, The State University of New Jersey
New Brunswick, United States
7 h-index
38 publications
4.2K citations
Eindhoven University of Technology
Eindhoven, The Netherlands
6 h-index
7 publications
209 citations
University of Colorado Boulder
Boulder, United States
6 h-index
11 publications
228 citations
University of Ioannina
Ioannina, Greece
6 h-index
12 publications
609 citations
University of Colorado System
Boulder, United States
5 h-index
9 publications
148 citations
Polytechnic University of Bari
Bari, Italy
5 h-index
10 publications
1K citations
Tampere University
Tampere, Finland
4 h-index
4 publications
74 citations
Universidad Autónoma de Madrid
Madrid, Spain
4 h-index
4 publications
376 citations
1–8 of 95
Venues
- arXiv (Cornell University)
Repository · 8 publications · 213 citations
8
h-index
- Information Processing & Management
3 publications · 169 citations
3
h-index
- ACM Transactions on Information Systems
4 publications · 439 citations
3
h-index
- Proceedings of the 45th International ACM SIGIR Conference on Research and Development in Information Retrieval
Conference · 3 publications · 189 citations
3
h-index
- AI Magazine
2 publications · 38 citations
2
h-index
1–5