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基于协同过滤算法的Python图书推荐系统+文档

  • 2026-02-05 03:57:11
基于协同过滤算法的Python图书推荐系统+文档

技术栈：Python Flask+Vue+MySQL

运行环境：

Python 3.12

MySQL 8.0

开发工具：

PyCharm、VSCode、Navicat

全新原创源码，不是老古董

算法推荐时在控制台输出算法及推荐过程

用户端功能

- 用户注册登录：账户注册、安全登录、身份认证

- 个性化推荐：基于协同过滤算法的智能图书推荐

- 图书浏览：查看图书详情、封面、简介、评分

- 搜索功能：按书名、作者、分类搜索图书

- 评分评论：对图书进行评分和评论

- 图书论坛：分享阅读感悟，可回帖

- 个人中心：管理个人信息和收藏图书

管理端功能

- 用户管理：管理用户账户和权限

- 图书管理：添加、编辑、删除图书信息

- 分类管理：维护图书分类体系

- 数据统计：查看系统运营数据

- 系统配置：设置系统参数和配置

- 内容审核：管理评论和论坛内容

源码+论文获取

加微信获取（biye090）有偿获取，源码已经过本人亲自测试，可完美运行

本文来自网友投稿或网络内容，如有侵犯您的权益请联系我们删除，联系邮箱：wyl860211@qq.com 。

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  140. /yingpanguazai/ssd/ssd1/www/f.mffb.com.cn/vendor/topthink/think-trace/src/Html.php ( 4.42 KB )
  1. CONNECT:[ UseTime:0.000421s ] mysql:host=127.0.0.1;port=3306;dbname=f_mffb;charset=utf8mb4
  2. SHOW FULL COLUMNS FROM `fenlei` [ RunTime:0.000559s ]
  3. SELECT * FROM `fenlei` WHERE `fid` = 0 [ RunTime:0.001486s ]
  4. SELECT * FROM `fenlei` WHERE `fid` = 63 [ RunTime:0.000322s ]
  5. SHOW FULL COLUMNS FROM `set` [ RunTime:0.000524s ]
  6. SELECT * FROM `set` [ RunTime:0.003746s ]
  7. SHOW FULL COLUMNS FROM `article` [ RunTime:0.000712s ]
  8. SELECT * FROM `article` WHERE `id` = 461168 LIMIT 1 [ RunTime:0.023769s ]
  9. UPDATE `article` SET `lasttime` = 1770552810 WHERE `id` = 461168 [ RunTime:0.000547s ]
  10. SELECT * FROM `fenlei` WHERE `id` = 66 LIMIT 1 [ RunTime:0.000226s ]
  11. SELECT * FROM `article` WHERE `id` < 461168 ORDER BY `id` DESC LIMIT 1 [ RunTime:0.003122s ]
  12. SELECT * FROM `article` WHERE `id` > 461168 ORDER BY `id` ASC LIMIT 1 [ RunTime:0.018223s ]
  13. SELECT * FROM `article` WHERE `id` < 461168 ORDER BY `id` DESC LIMIT 10 [ RunTime:0.081981s ]
  14. SELECT * FROM `article` WHERE `id` < 461168 ORDER BY `id` DESC LIMIT 10,10 [ RunTime:0.136685s ]
  15. SELECT * FROM `article` WHERE `id` < 461168 ORDER BY `id` DESC LIMIT 20,10 [ RunTime:0.028192s ]
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