Causal Collaborative Filtering

Introduction

This repository includes the implementation for Causal Collaborative Filtering

Paper: Causal Collaborative Filtering
Paper Link: https://dl.acm.org/doi/abs/10.1145/3578337.3605122

Environment

Environment requirements can be found in ./requirement.txt

Datasets

• Download the row data into `./data/'

• ML-100k: The origin dataset can be found here.

• Coat Shopping: The origin dataset can be found here.

• The data processing code can be found in ./src/datasets/' and store the processed data in ./dataset/'

Example to run the codes

• Some running commands can be found in ./src/command.sh

Citation

@inproceedings{xu2023causal,
  title={Causal collaborative filtering},
  author={Xu, Shuyuan and Ge, Yingqiang and Li, Yunqi and Fu, Zuohui and Chen, Xu and Zhang, Yongfeng},
  booktitle={Proceedings of the 2023 ACM SIGIR International Conference on Theory of Information Retrieval},
  pages={235--245},
  year={2023}
}