基于Java新闻推荐系统 推荐算法 (项目源码)基于内容推荐算法: TF-IDF

上传者: 2201_75772776 | 上传时间: 2024-06-02 13:31:31 | 文件大小: 141.36MB | 文件类型: RAR
基于内容的新闻推荐系统 实现功能 (1)前台功能模块 前台用户可以进行分类查看各模块下的新闻概要列表并显示基于新闻评论量推荐的新闻列表,点击新闻 封面、标题等可直接进入新闻详情页进行阅读、评论,显示基于词语的新闻推荐列表,搜索框输入来搜 索感兴趣的新闻。 (2)后台功能模块后台管理主要包括系统设置、用户列表管理、系统日志以及新闻管理四个模块。系统设置里面包括进行 菜单按钮增删改查的菜单管理、增删改角色信息的角色管理和修改密码;用户信息管理里面包含了一个 详细的用户信息可以对每个人的详细资料进行了增删或者修改操作;系统日志里面包含了一个日志清 单,可以对日志进行增删操作;新闻管理模块里包括进行增删改查分类信息的分类管理、增删改查新闻 的标题、封面等信息的新闻管理以及增删改新闻的任意一条评论的评论管理。 1、技术栈 Java EE 、Mysql8.0 、 Spring SpringMVC Mybatis JavaScript、 EasyUI、 TF-IDF算法 2、推荐算法 基于内容推荐算法: TF-IDF 基本原理:根据用户的浏览行为,获得用户的兴趣偏好度,为用户推荐跟他

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