reczoo/AmazonElectronics_x1

# AmazonElectronics_x1

+ **Data format:**
label, user_id, item_id, cate_id, item_history, cate_history

+ **Source:** https://cseweb.ucsd.edu/~jmcauley/datasets.html
+ **Download:** https://huggingface.co/datasets/reczoo/AmazonElectronics_x1/tree/main
+ **Repository:** https://github.com/reczoo/Datasets

+ **Used by papers:**
- Guorui Zhou, Chengru Song, Xiaoqiang Zhu, Ying Fan, Han Zhu, Xiao Ma, Yanghui Yan, Junqi Jin, Han Li, Kun Gai. [Deep Interest Network for Click-Through Rate Prediction](https://arxiv.org/abs/1706.06978). In KDD 2018.
- Jieming Zhu, Guohao Cai, Junjie Huang, Zhenhua Dong, Ruiming Tang, Weinan Zhang. [ReLoop2: Building Self-Adaptive Recommendation Models via Responsive Error Compensation Loop](https://arxiv.org/abs/2306.08808). In KDD 2023.

+ **Check the md5sum for data integrity:**
```bash
$ md5sum *.csv
57a20e82fe736dd495f2eaf0669bf6d0 test.csv
e9bf80b92985e463db18fdc753d347b5 train.csv
```

# AmazonElectronics_x1 数据集

+ **数据格式：** 标签（label）、用户ID（user_id）、物品ID（item_id）、品类ID（cate_id）、物品历史交互序列、品类历史交互序列

+ **数据集来源：** https://cseweb.ucsd.edu/~jmcauley/datasets.html

+ **下载地址：** https://huggingface.co/datasets/reczoo/AmazonElectronics_x1/tree/main

+ **代码仓库：** https://github.com/reczoo/Datasets

+ **已被以下论文采用：**
- 周国瑞、宋承儒、朱晓强、范颖、朱晗、马骁、闫光辉、金俊琪、李航、盖坤. [《点击率预测的深度兴趣网络（Deep Interest Network for Click-Through Rate Prediction）》](https://arxiv.org/abs/1706.06978). 发表于KDD 2018.
- 朱杰明、蔡国浩、黄俊杰、董振华、唐瑞明、张维南. [《ReLoop2：通过响应式误差补偿循环构建自适应推荐模型（ReLoop2: Building Self-Adaptive Recommendation Models via Responsive Error Compensation Loop）》](https://arxiv.org/abs/2306.08808). 发表于KDD 2023.

+ **数据完整性MD5校验：**
bash
$ md5sum *.csv
57a20e82fe736dd495f2eaf0669bf6d0 test.csv
e9bf80b92985e463db18fdc753d347b5 train.csv

原始信息汇总

AmazonElectronics_x1

数据格式

• 数据格式:
  label, user_id, item_id, cate_id, item_history, cate_history

使用情况

• Used by papers:
  • Guorui Zhou, Chengru Song, Xiaoqiang Zhu, Ying Fan, Han Zhu, Xiao Ma, Yanghui Yan, Junqi Jin, Han Li, Kun Gai. Deep Interest Network for Click-Through Rate Prediction. In KDD 2018.
  • Jieming Zhu, Guohao Cai, Junjie Huang, Zhenhua Dong, Ruiming Tang, Weinan Zhang. ReLoop2: Building Self-Adaptive Recommendation Models via Responsive Error Compensation Loop. In KDD 2023.

数据完整性检查

• Check the md5sum for data integrity: bash $ md5sum *.csv 57a20e82fe736dd495f2eaf0669bf6d0 test.csv e9bf80b92985e463db18fdc753d347b5 train.csv