Imbalanced Data Sparsity as a Source of Unfair Bias in Collaborative Filtering

Aditya Joshi, Chin Lin Wong, Diego Marinho de Oliveira, Farhad Zafari, Fernando MourĂ£o, Sabir Ribas, Saumya Pandey. Imbalanced Data Sparsity as a Source of Unfair Bias in Collaborative Filtering. In Jennifer Golbeck, F. Maxwell Harper, Vanessa Murdock 0001, Michael D. Ekstrand, Bracha Shapira, Justin Basilico, Keld T. Lundgaard, Even Oldridge, editors, RecSys '22: Sixteenth ACM Conference on Recommender Systems, Seattle, WA, USA, September 18 - 23, 2022. pages 531-533, ACM, 2022. [doi]

Abstract

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