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MovieRec

介绍

项目说明:该项目为课程学习作业
项目介绍:本项目基于大数据管理及计算技术开发一套电影推荐系统,包含电影推荐展示页面前后端、基于统计的离线推荐和基于隐语义模型的协同过滤的离线推荐、实时推荐模块。

开发环境

环境 版本 备注
Docker 20.10.6 应用容器引擎
spark 2.1.1 大数据计算引擎
elasticsearch 6.3.2 搜索服务器
redis 2.9.0 热点数据缓存
kafka 2.8.0 消息缓冲服务
Zookeeper 3.7.0 应用程序协调服务
Mongodb 4.4.5 文档数据库
Flume 1.9.0 日志采集服务

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