Giter VIP home page Giter VIP logo

choice's Introduction

基于简单机器算法的考研择校智能推荐系统

使用的技术:

Web端

SSM框架+Maven+Mysql+Tomcat,实现了基本的论坛功能,包括发表帖子、查看帖子、浏览收藏点赞评论、登录注册等(页面模仿的考研帮)

算法

使用Python语言编写,在Java中使用JPython通过cmd调用Python脚本即可

实现算法包括但不局限于:

  • 基于用户的协同过滤算法、基于物品的协同过滤算法

  • PageRank算法、基于内容的排序算法(单词频度、单词距离、单词位置)

  • 简单的单层神经网络用于对搜索结果进行排序优化

  • 基于逻辑回归的简单图形验证码识别

  • 决策树算法对用户进行分类

爬虫

爬虫爬取的数据为王道考研论坛的帖子数据,近作为分析使用,不可用作商业用途,使用Python语言编写

【仅用于分享学习使用】

choice's People

Contributors

wen-fei avatar

Watchers

James Cloos avatar  avatar

Recommend Projects

  • React photo React

    A declarative, efficient, and flexible JavaScript library for building user interfaces.

  • Vue.js photo Vue.js

    🖖 Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.

  • Typescript photo Typescript

    TypeScript is a superset of JavaScript that compiles to clean JavaScript output.

  • TensorFlow photo TensorFlow

    An Open Source Machine Learning Framework for Everyone

  • Django photo Django

    The Web framework for perfectionists with deadlines.

  • D3 photo D3

    Bring data to life with SVG, Canvas and HTML. 📊📈🎉

Recommend Topics

  • javascript

    JavaScript (JS) is a lightweight interpreted programming language with first-class functions.

  • web

    Some thing interesting about web. New door for the world.

  • server

    A server is a program made to process requests and deliver data to clients.

  • Machine learning

    Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.

  • Game

    Some thing interesting about game, make everyone happy.

Recommend Org

  • Facebook photo Facebook

    We are working to build community through open source technology. NB: members must have two-factor auth.

  • Microsoft photo Microsoft

    Open source projects and samples from Microsoft.

  • Google photo Google

    Google ❤️ Open Source for everyone.

  • D3 photo D3

    Data-Driven Documents codes.