reczoo/AmazonBooks_m1
收藏Hugging Face2023-12-21 更新2024-03-04 收录
下载链接：
https://hf-mirror.com/datasets/reczoo/AmazonBooks_m1
下载链接
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资源简介：
# AmazonBooks_m1
+ **Data format:**
user_id item1 item2 ...
+ **Download:** https://huggingface.co/datasets/reczoo/AmazonBooks_m1/tree/main
+ **Repository:** https://github.com/reczoo/Datasets
+ **Used by papers:**
- Xiangnan He, Kuan Deng, Xiang Wang, Yan Li, Yongdong Zhang, Meng Wang. [LightGCN: Simplifying and Powering Graph Convolution Network for Recommendation](https://arxiv.org/abs/2002.02126). In SIGIR 2020.
- Kelong Mao, Jieming Zhu, Jinpeng Wang, Quanyu Dai, Zhenhua Dong, Xi Xiao, Xiuqiang He. [SimpleX: A Simple and Strong Baseline for Collaborative Filtering](https://arxiv.org/abs/2109.12613). In CIKM 2021.
- Kelong Mao, Jieming Zhu, Xi Xiao, Biao Lu, Zhaowei Wang, Xiuqiang He. [UltraGCN: Ultra Simplification of Graph Convolutional Networks for Recommendation](https://arxiv.org/abs/2110.15114). In CIKM 2021.
+ **Check the md5sum for data integrity:**
```bash
$ md5sum *.txt
5b1125ef3bf4118a7988f1fd8ce52ef9 item_list.txt
30f8ccfea18d25007ba9fb9aba4e174d test.txt
c916ecac04ca72300a016228258b41ed train.txt
132f8a5d6d35d5fdde1e0396488be235 user_list.txt
```
提供机构：
reczoo
原始信息汇总
AmazonBooks_m1
数据格式
- 数据格式:
user_id item1 item2 ...
使用情况
- 使用于论文:
- Xiangnan He, Kuan Deng, Xiang Wang, Yan Li, Yongdong Zhang, Meng Wang. LightGCN: Simplifying and Powering Graph Convolution Network for Recommendation. In SIGIR 2020.
- Kelong Mao, Jieming Zhu, Jinpeng Wang, Quanyu Dai, Zhenhua Dong, Xi Xiao, Xiuqiang He. SimpleX: A Simple and Strong Baseline for Collaborative Filtering. In CIKM 2021.
- Kelong Mao, Jieming Zhu, Xi Xiao, Biao Lu, Zhaowei Wang, Xiuqiang He. UltraGCN: Ultra Simplification of Graph Convolutional Networks for Recommendation. In CIKM 2021.
数据完整性检查
- MD5校验和: bash $ md5sum *.txt 5b1125ef3bf4118a7988f1fd8ce52ef9 item_list.txt 30f8ccfea18d25007ba9fb9aba4e174d test.txt c916ecac04ca72300a016228258b41ed train.txt 132f8a5d6d35d5fdde1e0396488be235 user_list.txt
