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Publication search results
found 63 matches
- 2024
- Yao Wu
, Jian Cao
, Guandong Xu
:
Fairness in Recommender Systems: Evaluation Approaches and Assurance Strategies. ACM Trans. Knowl. Discov. Data 18(1): 10:1-10:37 (2024) - 2023
- Virginie Do:
Fairness in recommender systems: insights from social choice. (Equité des systèmes de recommandation: les perspectives du choix social). PSL University, Paris, France, 2023 - Meike Zehlike
, Ke Yang
, Julia Stoyanovich
:
Fairness in Ranking, Part II: Learning-to-Rank and Recommender Systems. ACM Comput. Surv. 55(6): 117:1-117:41 (2023) - Nikzad Chizari
, Keywan Tajfar
, María N. Moreno García
:
Bias Assessment Approaches for Addressing User-Centered Fairness in GNN-Based Recommender Systems. Inf. 14(2): 131 (2023) - Enrique Amigó, Yashar Deldjoo, Stefano Mizzaro
, Alejandro Bellogín
:
A unifying and general account of fairness measurement in recommender systems. Inf. Process. Manag. 60(1): 103115 (2023) - Zhongxuan Han
, Chaochao Chen
, Xiaolin Zheng
, Weiming Liu
, Jun Wang
, Wenjie Cheng
, Yuyuan Li
:
In-processing User Constrained Dominant Sets for User-Oriented Fairness in Recommender Systems. ACM Multimedia 2023: 6190-6201 - Alexandra Vultureanu-Albisi, Costin Badica:
The Significance of Enhancing Data Fairness in Educational Recommender Systems. RoEduNet 2023: 1-6 - Ashmi Banerjee
:
Fairness and Sustainability in Multistakeholder Tourism Recommender Systems. UMAP 2023: 274-279 - Paromita Banik
, Ashmi Banerjee
, Wolfgang Wörndl
:
Understanding User Perspectives on Sustainability and Fairness in Tourism Recommender Systems. UMAP (Adjunct Publication) 2023: 241-248 - Lequn Wang
, Thorsten Joachims
:
Uncertainty Quantification for Fairness in Two-Stage Recommender Systems. WSDM 2023: 940-948 - Bjørnar Vassøy, Helge Langseth:
Consumer-side Fairness in Recommender Systems: A Systematic Survey of Methods and Evaluation. CoRR abs/2305.09330 (2023) - Yuying Zhao, Yu Wang, Yunchao Liu, Xueqi Cheng, Charu C. Aggarwal, Tyler Derr:
Fairness and Diversity in Recommender Systems: A Survey. CoRR abs/2307.04644 (2023) - Hyunsik Yoo, Zhichen Zeng, Jian Kang, Zhining Liu, David Zhou, Fei Wang, Eunice Chan, Hanghang Tong:
Ensuring User-side Fairness in Dynamic Recommender Systems. CoRR abs/2308.15651 (2023) - Zhongxuan Han, Chaochao Chen, Xiaolin Zheng, Weiming Liu, Jun Wang, Wenjie Cheng, Yuyuan Li:
In-processing User Constrained Dominant Sets for User-Oriented Fairness in Recommender Systems. CoRR abs/2309.01335 (2023) - Ashmi Banerjee, Paromita Banik, Wolfgang Wörndl:
Towards Individual and Multistakeholder Fairness in Tourism Recommender Systems. CoRR abs/2309.02052 (2023) - Saeedeh Karimi, Hossein A. Rahmani, Mohammadmehdi Naghiaei, Leila Safari:
Provider Fairness and Beyond-Accuracy Trade-offs in Recommender Systems. CoRR abs/2309.04250 (2023) - Amifa Raj, Michael D. Ekstrand:
Towards Measuring Fairness in Grid Layout in Recommender Systems. CoRR abs/2309.10271 (2023) - Tomislav Duricic, Dominik Kowald, Emanuel Lacic, Elisabeth Lex:
Beyond-Accuracy: A Review on Diversity, Serendipity and Fairness in Recommender Systems Based on Graph Neural Networks. CoRR abs/2310.02294 (2023) - 2022
- Nasim Sonboli
, Robin Burke
, Michael D. Ekstrand
, Rishabh Mehrotra
:
The Multisided Complexity of Fairness in Recommender Systems. AI Mag. 43(2): 164-176 (2022) - Yangkun Li
, Mohamed-Laid Hedia, Weizhi Ma, Hongyu Lu, Min Zhang, Yiqun Liu, Shaoping Ma:
Contextualized Fairness for Recommender Systems in Premium Scenarios. Big Data Res. 27: 100300 (2022) - Karlijn Dinnissen, Christine Bauer
:
Fairness in Music Recommender Systems: A Stakeholder-Centered Mini Review. Frontiers Big Data 5 (2022) - Elizabeth Gómez
, Carlos Shui Zhang
, Ludovico Boratto
, Maria Salamó
, Guilherme Ramos
:
Enabling cross-continent provider fairness in educational recommender systems. Future Gener. Comput. Syst. 127: 435-447 (2022) - Elizabeth Gómez
, Ludovico Boratto
, Maria Salamó
:
Provider fairness across continents in collaborative recommender systems. Inf. Process. Manag. 59(1): 102719 (2022) - Rodrigo Borges
, Kostas Stefanidis
:
Feature-blind fairness in collaborative filtering recommender systems. Knowl. Inf. Syst. 64(4): 943-962 (2022) - Mohammadmehdi Naghiaei
, Hossein A. Rahmani, Yashar Deldjoo:
PyCPFair: A framework for consumer and producer fairness in recommender systems. Softw. Impacts 13: 100382 (2022) - Nil-Jana Akpinar, Cyrus DiCiccio, Preetam Nandy, Kinjal Basu:
Long-term Dynamics of Fairness Intervention in Connection Recommender Systems. AIES 2022: 22-35 - Ludovico Boratto, Gianni Fenu, Mirko Marras, Giacomo Medda
:
Consumer Fairness in Recommender Systems: Contextualizing Definitions and Mitigations. ECIR (1) 2022: 552-566 - Preetam Nandy, Cyrus DiCiccio, Divya Venugopalan, Heloise Logan, Kinjal Basu, Noureddine El Karoui:
Achieving Fairness via Post-Processing in Web-Scale Recommender Systems✱. FAccT 2022: 715-725 - Adam Mehdi Arafan, David Graus, Fernando P. Santos, Emma Beauxis-Aussalet:
End-to-End Bias Mitigation in Candidate Recommender Systems with Fairness Gates. HR@RecSys 2022 - Pratyush Yadav, Nargis Pervin:
Antecedents of Perceived Fairness and User Trust in Scientific Recommender Systems. PACIS 2022: 89
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retrieved on 2023-12-08 07:32 CET from data curated by the dblp team
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