Published January 1, 2024 | Version v1
Journal article Open

Datasets and environments for CIRS (TOIS 23)

Description

The data is for this Github repository: CIRS: Bursting Filter Bubbles by Counterfactual Interactive Recommender System (github.com). If it helps you, please cite:

@article{gao2023CIRS,
author = {Gao, Chongming and Wang, Shiqi and Li, Shijun and Chen, Jiawei and He, Xiangnan and Lei, Wenqiang and Li, Biao and Zhang, Yuan and Jiang, Peng},
title = {CIRS: Bursting Filter Bubbles by Counterfactual Interactive Recommender System},
journal = {ACM Transactions on Information Systems (TOIS)},
year = {2023},
volume = {42},
number = {1},
issn = {1046-8188},
url = {https://doi.org/10.1145/3594871},
doi = {10.1145/3594871},
month = {aug},
articleno = {14},
numpages = {27},
}

and the KuaiRec dataset:

@inproceedings{gao2022kuairec,
  author = {Gao, Chongming and Li, Shijun and Lei, Wenqiang and Chen, Jiawei and Li, Biao and Jiang, Peng and He, Xiangnan and Mao, Jiaxin and Chua, Tat-Seng},
  title = {KuaiRec: A Fully-Observed Dataset and Insights for Evaluating Recommender Systems},
  booktitle = {Proceedings of the 31st ACM International Conference on Information \& Knowledge Management},
  series = {CIKM '22},
  location = {Atlanta, GA, USA},
  url = {https://doi.org/10.1145/3511808.3557220},
  doi = {10.1145/3511808.3557220},
  numpages = {11},
  year = {2022},
  pages = {540–550}
}

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environment data.zip

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