Cloud Theme Click Dataset / 云主题点击数据集

数据集为淘宝APP中云主题场景的用户点击日志，用以对用户在多个不同场景、以及新场景下的推荐进行优化验证。This dataset is click data of Cloud Theme, which is an important recommendation procedure in Taobao app.

This dataset consists of user click logs from the Cloud Theme scenario in the Taobao mobile application, and it is intended for optimizing and validating recommendation performance for users across various existing scenarios and newly launched scenarios. Cloud Theme serves as a critical component of the recommendation workflow within the Taobao app.

搜集汇总

背景与挑战

背景概述

该数据集为淘宝APP云主题推荐场景的用户点击日志，包含超过140万条点击记录，涉及355个不同购物场景。数据涵盖用户点击行为、商品与主题匹配关系、用户购买历史以及用户和商品的嵌入向量，用于优化多场景推荐系统。