Cookie
收藏arXiv2025-09-30 收录
下载链接:
https://github.com/zuohuif/cookie
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资源简介:
该数据集名为COOKIE,它由亚马逊评论语料库构建而成,并融合了用户代理对话与定制知识图谱,旨在为电子商务中的对话推荐服务。该数据集能够模拟基于用户偏好和过往活动的类似人类的对话,以为产品推荐提供支持。此外,该数据集还涉及一个从粗到细的对话模拟过程,用于基于用户与产品互动生成用户代理对话。该数据集覆盖了四个领域:手机及配件、食品杂货与美食、玩具与游戏、汽车配件。其任务是进行对话推荐。
Named COOKIE, this dataset is constructed from the Amazon Reviews Corpus, integrating user-agent dialogues and a custom knowledge graph to support conversational recommendation services in e-commerce. It can simulate human-like dialogues grounded in user preferences and past activities to enable product recommendation. Additionally, the dataset includes a coarse-to-fine dialogue simulation process for generating user-agent dialogues based on user-product interactions. Covering four domains: Mobile Phones and Accessories, Groceries and Gourmet Food, Toys and Games, and Automotive Accessories, this dataset is designed for the conversational recommendation task.



