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协同过滤的推荐系统实现

于 2023-02-11 发布 文件大小:797.32 kB
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图书推荐系统,依托豆瓣的图书和评分信息,使用基于items的推荐算法,实现推荐1:环境说明Mysql 5.6 + python 2.7 + django 1.8 + MySQLdb2:文件夹说明bookrecommend:是项目综合展示的目录,是一个django的工程,使用时,只需在该目录下打开cmd,运行manage.py runserver 即可数据集:里边是项目所需要的数据集        books.csv:书本的相关信息users.csv:用户的相关信息uid_score_bid.csv:用户给书本的打分信息数据库备份:使用时在数据中新建一个bookrecommend数据库,导入sql文件即可算法原型:协同过滤基于items的推荐算法3:爬取数据部分代码暂时不提供

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