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

Aditya Joshi, Chin Lin Wong, Diego Marinho de Oliveira, Farhad Zafari, Fernando Mourão, 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]

@inproceedings{JoshiWOZMRP22,
  title = {Imbalanced Data Sparsity as a Source of Unfair Bias in Collaborative Filtering},
  author = {Aditya Joshi and Chin Lin Wong and Diego Marinho de Oliveira and Farhad Zafari and Fernando Mourão and Sabir Ribas and Saumya Pandey},
  year = {2022},
  doi = {10.1145/3523227.3547404},
  url = {https://doi.org/10.1145/3523227.3547404},
  researchr = {https://researchr.org/publication/JoshiWOZMRP22},
  cites = {0},
  citedby = {0},
  pages = {531-533},
  booktitle = {RecSys '22: Sixteenth ACM Conference on Recommender Systems, Seattle, WA, USA, September 18 - 23, 2022},
  editor = {Jennifer Golbeck and F. Maxwell Harper and Vanessa Murdock 0001 and Michael D. Ekstrand and Bracha Shapira and Justin Basilico and Keld T. Lundgaard and Even Oldridge},
  publisher = {ACM},
  isbn = {978-1-4503-9278-5},
}