recommendMoteur:电影推荐系统、电影推荐引擎、使用Spark完成的电影推荐引擎

上传者: 42099530 | 上传时间: 2023-04-02 17:05:18 | 文件大小: 21.19MB | 文件类型: ZIP
项目名称 电影推荐系统——烂豆瓣 项目目标 打开电影网站,脑袋就开始发大,动作片,爱情片,科幻片,中国的,欧美的,日韩的,到底哪一部最合自己的口味?茫茫影海,想要找到自己的“真爱”,谈何容易?我们知道你们找得辛苦,所以我们为你量身推荐电影! 项目任务 任务 具体任务 负责人 工作量 数据集 负责完成收集电影、用户以及评分数据集,并对数据进行清洗,建立新的数据结构。建立并维护系统数据库。 推荐引擎 负责完成推荐系统,包括基于用户历史数据的离线推荐系统以及收集用户实时行为数据,进行精准的实时推荐。 API服务 负责完成基于烂豆瓣各产品,面向开发者的开放接口(API)服务。在这里,开发者可以接入烂豆瓣电影推荐的优质内容,以及基于各种兴趣的用户关系。 web应用 负责完成一个电影推荐web应用,利用开发接口API以及酷炫的web前端页面,实现用户与推荐系统的完美交互。 数据集 本系统所需要的电影数

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