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zhaopin's Introduction

就业分析与推荐系统

起步

  1. 开通阿里云短信服务，邮箱服务，科大讯飞关键词服务
  2. 安装依赖
  3. 进入client和server，npm start运行项目

技术栈

  1. 前端：react + redux + antd + echarts + html2canvas + jspdf + jsonp + axios + less
  2. 后端：koa + mongoose + multer + request + cheerio + node-schedule + nodemailer

实现功能

  1. 登录（账号密码/手机号登录）、注册
  2. 用户
  • 管理员：用户管理，角色创建与权限分配
  • 求职者：账号设置，简历管理（创建、修改、查看、下载），就业分析（平均工资、职位数、工作/学历与薪资关系），查询招聘职位，职位推荐（根据求职者喜好）
  • 用人单位：账号设置，公司认证，就业分析，查询或发布招聘信息，简历推荐（根据用人单位发布招聘职位）
  1. 后台功能
  • 使用nodejs的child_process开启多进程爬取，使用代理IP进行爬取，爬取网站为拉钩招聘。
  • 使用阿里云短信服务/nodemailer实现验证码功能
  • 使用科大讯飞关键词服务实现用户关键词提取

zhaopin's People

Contributors

liaodehui1 avatar

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