/MakeFairnessMoreFair

This contains our Kwai_Fair Dataset and Utility-revised Exposure Re-distribution Framework for Fair Rec in Paper Make Fairness More Fair (KDD'22)

Make Fairness More Fair

This is the dataset (Kwai_Fair) for the paper:

Jiayin Wang, Weizhi Ma, Jiayu Li, Hongyu Lu, Min Zhang, Biao Li, Yiqun Liu, Peng Jiang, and Shaoping Ma, 2022. Make Fairness More Fair: Fair Item Utility Estimation and Exposure Re-distribution. In KDD'22.

Currently under constructions.

Dataset

For detailed information about the Kwai_Fair dataset, please visit the ./dataset/ folder.

Reference

@inproceedings{DBLP:conf/KDD/WangMLLZLLJM22,
  author    = {Jiayin Wang and
               Weizhi Ma and
               Jiayu Li and
               Hongyu Lu and
               Min Zhang and
               Biao Li and
               Yiqun Liu and
               Peng Jiang and
               Shaoping Ma},
  title     = {Make Fairness More Fair: Fair Item Utility Estimation and Exposure Re-distribution},
  booktitle = {{KDD} '22: Proceedings of the 28th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, August 14--18, 2022, Washington, DC, USA},
  doi       = {10.1145/3534678.3539354}
}

For inquiries, contact Jiayin Wang (alicethu0208 AT gmail.com).