基于Java实现的电影智能推荐系统 + 数据库文件 + 前端页面

## 项目说明 > 电影智能推荐系统采用MVC架构。项目使用Java 语言作为后端编程语言，使用MYSQL作为数据库；智能推荐算法采用协同过滤算法，提供的推荐功能包括：视频推荐、好友推荐、圈子推荐等。此项目践行了前后端完全分离的原则，项目后端只提供RESTFUL接口，项目的前端使用Vue2开发，前端项目地址为：[https://github.com/firery/mirs-web-vue](https://github.com/firery/mirs-web-vue) 。项目前后端仅仅通过接口进行交互，后端接口地址为：[https://www.91film.top/api/swagger/index.html](https://www.91film.top/api/swagger/index.html) ## 项目配置 ``` 1. 定位到src/main/resources/properties/文件夹下 2. jdbc-example.properties --> jdbc-prod.properties 根据提示配置 3. mail-example.properties --> mail-prod.properties 根据提示配置 ``` ## 开发环境 | 软/硬件 | 版本 | | :------: | :------: | | Window | 10 | | IntelliJ IDEA | 2016.2.2 | | Tomcat | 9.0.0.M3| | Oracle JDK| 1.8.0_72-b15 | | Maven | 3.3.9 | | MySQL | 8.0.0 | | Redis | 3.2.100 | ## 部署环境 | 软/硬件 | 版本 | | :------: | :------: | | Centos(1核1g) | 7.2 | | Tomcat | 9.0.0.M13| | Nginx | 1.10.2 | | Oracle JDK| 1.8.0_91-b14 | | Maven | 3.3.9 | | MySQL | 8.0.0 | | Redis | 2.8.19-2 | | Docker-engine | 1.12.3-1| ## Nginx配置 ``` user nginx; worker_processes 1; error_log /var/log/nginx/error.log warn; pid /var/run/nginx.pid; events { use epoll; worker_connections 1024; } http { include /etc/nginx/mime.types; default_type application/octet-stream; log_format main '$remote_addr - $remote_user [$time_local] "$request" ' '$status $body_bytes_sent "$http_referer" ' '"$http_user_agent" "$http_x_forwarded_for"'; access_log /var/log/nginx/access.log main; sendfile on; #tcp_nopush on; keepalive_timeout 65; #gzip on; include /etc/nginx/conf.d/*.conf; upstream mirs { server 127.0.0.1:8080; } server { listen 80; server_name 91film.top; return 301 https://www.$host$request_uri; } server { listen 80; server_name www.91film.top; return 301 https://$host$request_uri; } limit_req_zone $binary_remote_addr zone=one:10m rate=1r/s; server { listen 443; server_name www.91film.top; access_log /var/log/nginx/mirs_access.log; ssl on; ssl_certificate /usr/local/sslkey/213936820630408.pem; ssl_certificate_key /usr/local/sslkey/213936820630408.key; ssl_session_timeout 5m; ssl_protocols TLSv1 TLSv1.1 TLSv1.2; ssl_ciphers AESGCM:ALL:!DH:!EXPORT:!RC4:+HIGH:!MEDIUM:!LOW:!aNULL:!eNULL; ssl_prefer_server_ciphers on; location / { limit_req zone=one burst=10 nodelay; root /home/mirs; try_files $uri $uri/ /index.html; } location /api { proxy_pass http://mirs; proxy_read_timeout 300; proxy_connect_timeout 300; proxy_redirect off; proxy_set_header X-Forwarded-Proto $scheme; proxy_set_header Host $http_host; proxy_set_header X-Real-IP $remote_addr; } } } ``` ## Tomcat配置 ``` <Host name="localhost" appBase="webapps" unpackWARs="true" autoDeploy="true"> ... <Context path="/api" docBase="mirs" debug="0" reloadable="true" /> ... </Host> ``` ## 项目依赖 | groupId | artifactId | version | 说明 | | :------: | :------: | :------: | :------: | | junit | junit | 4.12 | 单元测试依赖 | | org.slf4j | slf4j-api | 1.7.21 | 日志依赖 | | ch.qos.logback | logback-core | 1.1.7 | 日志依赖 | | ch.qos.logback | logback-classic | 1.1.7 | 日志依赖 | | mysql | mysql-connector-java | 6.0.3 | 数据库连接依赖 | | c3p0 | c3p0 | 0.9.1.2 | 数据库连接池依赖 | | org.mybatis | mybatis | 3.4.1 | DAO框架：Mybatis依赖 | | org.mybatis | mybatis-spring | 1.3.0 | Mybatis自身实现的Spring整合依赖 | | com.alibaba | fastjson | 1.2.18 | JSON处理依赖 | | org.springframework | spring-core | 4.3.2.RELEASE | Spring 核心依赖 | | org.springframework | spring-beans | 4.3.2.RELEASE | Spring 核心依赖 | | org.springframework | spring-context | 4.3.2.RELEASE | Spring 核心依赖 | | org.springframework | spring-context-support | 4.3.2.RELEASE | Spring 核心依赖 | | org.springframework | spring-jdbc | 4.3.2.RELEASE | Spring DAO 依赖 | | org.springframework | spring-tx | 4.3.2.RELEASE | Spring DAO 依赖 | | org.springframework | spring-web | 4.3.2.RELEASE | Sping Web 依赖 | | org.springframework | spring-webmvc | 4.3.2.RELEASE | Sping Web 依赖 | | org.springframework | spring-websocket | 4.3.2.RELEASE | Sping Websocket 依赖 | | org.springframework | spring-messaging | 4.3.2.RELEASE | Sping Websocket 依赖 | | org.springframework | spring-test | 4.3.2.RELEASE | Spring Test 依赖 | | org.scribe | scribe | 1.3.7 | OAuth认证依赖 | | com.mangofactory | swagger-springmvc | 1.0.2 | Swagger 自动生成接口文档依赖 | | com.fasterxml.jackson.core | jackson-core | 2.8.2 | 数据绑定依赖 | | com.fasterxml.jackson.core | jackson-databind | 2.8.2 | 数据绑定依赖 | | com.fasterxml.jackson.core | jackson-annotations | 2.8.2 | 数据绑定依赖 | | com.github.penggle | kaptcha | 2.3.2 | 生成验证码依赖 | | org.apache.shiro | shiro-core | 1.3.2 | 权限管理依赖 | | org.apache.shiro | shiro-web | 1.3.2 | 权限管理依赖 | | org.apache.shiro | shiro-ehcache | 1.3.2 | 权限管理依赖 | | org.apache.shiro | shiro-spring | 1.3.2 | 权限管理依赖 | | net.sf.ehcache | ehcache | 2.10.3 | 缓存依赖 | | org.apache.lucene | lucene-core | 6.2.1 | 搜索引擎依赖 | | org.apache.lucene | lucene-queryparser | 6.2.1 | 搜索引擎依赖 | | org.lionsoul | jcseg-analyzer | 2.0.0 | 中文分词依赖 | | org.apache.mahout | mahout-core | 0.9 | 推荐系统依赖 | | org.apache.mahout | mahout-math | 0.12.2 | 推荐系统依赖 | | com.thetransactioncompany | cors-filter | 2.5 | 跨域请求过滤依赖 | | javax.mail | mail | 1.4.7 | 发送邮件依赖 |