Bias Disparity in Collaborative Recommendation: Algorithmic Evaluation and Comparison

2 August 2019

Papers citing "Bias Disparity in Collaborative Recommendation: Algorithmic Evaluation and Comparison"

8 / 8 papers shown

Title
Unmasking Gender Bias in Recommendation Systems and Enhancing Category-Aware Fairness Tahsin Alamgir Kheya Mohamed Reda Bouadjenek Sunil Aryal 61 0 0 25 Feb 2025
Break Out of a Pigeonhole: A Unified Framework for Examining Miscalibration, Bias, and Stereotype in Recommender Systems Yongsu Ahn Yu-Ru Lin CML 59 3 0 29 Dec 2023
Towards Individual and Multistakeholder Fairness in Tourism Recommender Systems Ashmi Banerjee Paromita Banik Wolfgang Wörndl 59 14 0 05 Sep 2023
FairRoad: Achieving Fairness for Recommender Systems with Optimized Antidote Data Minghong Fang Jia-Wei Liu Michinari Momma Yi Sun 60 4 0 13 Dec 2022
Fairness in Recommender Systems: Research Landscape and Future Directions Yashar Deldjoo Dietmar Jannach Alejandro Bellogín Alessandro Difonzo Dario Zanzonelli OffRL FaML 119 90 0 23 May 2022
How to Put Users in Control of their Data in Federated Top-N Recommendation with Learning to Rank Vito Walter Anelli Yashar Deldjoo Tommaso Di Noia Antonio Ferrara Fedelucio Narducci FedML 10 1 0 17 Aug 2020
DeepFair: Deep Learning for Improving Fairness in Recommender Systems Jesús Bobadilla R. Lara-Cabrera Ángel González-Prieto Fernando Ortega FaML 53 45 0 09 Jun 2020
Flatter is better: Percentile Transformations for Recommender Systems M. Mansoury Robin Burke B. Mobasher 18 5 0 10 Jul 2019