reczoo/AmazonElectronics_x1
收藏资源简介:
# 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
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




