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bookrecommend's Introduction

BookRecommend 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 + MySQLdb

2: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,有需要的话联系邮箱:[email protected]

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