A Fairness-aware Hybrid Recommender System

13 September 2018

Lise Getoor

Papers citing "A Fairness-aware Hybrid Recommender System"

25 / 25 papers shown

Title
Unmasking Gender Bias in Recommendation Systems and Enhancing Category-Aware FairnessThe Web Conference (WWW), 2025 Tahsin Alamgir Kheya Mohamed Reda Bouadjenek Sunil Aryal 195 5 0 25 Feb 2025
CFaiRLLM: Consumer Fairness Evaluation in Large-Language Model Recommender SystemACM Transactions on Intelligent Systems and Technology (ACM TIST), 2024 Yashar Deldjoo Tommaso Di Noia 369 37 0 24 Feb 2025
Efficient and Responsible Adaptation of Large Language Models for Robust Top-k Recommendations Kirandeep Kaur Chirag Shah 205 4 0 01 May 2024
Graph Fairness Learning under Distribution Shifts Yibo Li Xiao Wang Yujie Xing Shaohua Fan Ruijia Wang Yaoqi Liu Chuan Shi OOD 194 14 0 30 Jan 2024
Understanding Biases in ChatGPT-based Recommender Systems: Provider Fairness, Temporal Stability, and Recency Yashar Deldjoo LRM VLM 382 64 0 19 Jan 2024
Seller-side Outcome Fairness in Online Marketplaces Zikun Ye Reza Yousefi Maragheh Lalitesh Morishetti Shanu Vashishtha Jason H. D. Cho Gabriele Tolomei Sushant Kumar Kannan Achan FaML 128 1 0 06 Dec 2023
Providing Previously Unseen Users Fair Recommendations Using Variational AutoencodersACM Conference on Recommender Systems (RecSys), 2023 Bjørnar Vassøy H. Langseth B. Kille FaML 90 4 0 29 Aug 2023
Consumer-side Fairness in Recommender Systems: A Systematic Survey of Methods and EvaluationArtificial Intelligence Review (AIR), 2023 Bjørnar Vassøy H. Langseth FaML 135 8 0 16 May 2023
Managing multi-facet bias in collaborative filtering recommender systems Samira Vaez Barenji Saeed Farzi FaML 72 0 0 21 Feb 2023
Matrix Estimation for Individual FairnessInternational Conference on Machine Learning (ICML), 2023 Cindy Y. Zhang Sarah H. Cen Devavrat Shah FaML 352 4 0 04 Feb 2023
A Comprehensive Survey on Trustworthy Recommender Systems Wenqi Fan Xiangyu Zhao Xiao Chen Jingran Su Jingtong Gao ... Qidong Liu Yiqi Wang Hanfeng Xu Lei Chen Qing Li FaML 220 59 0 21 Sep 2022
Fairness in Recommendation: Foundations, Methods and ApplicationsACM Transactions on Intelligent Systems and Technology (ACM TIST), 2022 Yunqi Li H. Chen Shuyuan Xu Yingqiang Ge Juntao Tan Shuchang Liu Zelong Li FaML OffRL 396 77 0 26 May 2022
Fairness in Recommender Systems: Research Landscape and Future Directions Yashar Deldjoo Dietmar Jannach Alejandro Bellogín Alessandro Difonzo Dario Zanzonelli OffRL FaML 299 132 0 23 May 2022
FairSR: Fairness-aware Sequential Recommendation through Multi-Task Learning with Preference Graph EmbeddingsACM Transactions on Intelligent Systems and Technology (ACM TIST), 2022 Cheng-Te Li Cheng-Mao Hsu Yang Zhang FaML 189 42 0 30 Apr 2022
Fairness in Graph Mining: A SurveyIEEE Transactions on Knowledge and Data Engineering (TKDE), 2022 Yushun Dong Jing Ma Song Wang Chen Chen Jundong Li FaML 320 149 0 21 Apr 2022
FaiREO: User Group Fairness for Equality of Opportunity in Course Recommendation Agoritsa Polyzou Maria Kalantzi George Karypis FaML 77 5 0 13 Sep 2021
EDITS: Modeling and Mitigating Data Bias for Graph Neural NetworksThe Web Conference (WWW), 2021 Yushun Dong Ninghao Liu B. Jalaeian Jundong Li 262 158 0 11 Aug 2021
What is fair? Exploring the artists' perspective on the fairness of music streaming platformsIFIP TC13 International Conference on Human-Computer Interaction (INTERACT), 2021 Andrés Ferraro Xavier Serra Christine Bauer 142 44 0 04 Jun 2021
Fairness Through Regularization for Learning to Rank Nikola Konstantinov Christoph H. Lampert FaML 166 13 0 11 Feb 2021
Towards Fair Personalization by Avoiding Feedback Loops Gökhan Çapan Özge Bozal Ilker Gündogdu A. Cemgil 133 2 0 20 Dec 2020
HyperFair: A Soft Approach to Integrating Fairness Criteria Charles Dickens Rishika Singh Lise Getoor 116 4 0 05 Sep 2020
Fairness-Aware Explainable Recommendation over Knowledge GraphsAnnual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR), 2020 Zuohui Fu Yikun Xian Ruoyuan Gao Jieyu Zhao Qiaoying Huang ... Shuyuan Xu Shijie Geng C. Shah Zelong Li Gerard de Melo FaML 263 227 0 03 Jun 2020
Deep Learning on Knowledge Graph for Recommender System: A Survey Y. Gao Yifan Li Yu Lin Hang Gao Latifur Khan 148 55 0 25 Mar 2020
Learning Fairness-aware Relational StructuresEuropean Conference on Artificial Intelligence (ECAI), 2020 Yue Zhang Arti Ramesh FaML 85 10 0 21 Feb 2020
Beyond Personalization: Research Directions in Multistakeholder Recommendation Himan Abdollahpouri G. Adomavicius Robin Burke Ido Guy Dietmar Jannach Toshihiro Kamishima Jan Krasnodebski L. Pizzato 160 42 0 01 May 2019