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rs_app's Introduction

996.icu

RS_APP

一个基于豆瓣评论数据的电影推荐系统应用实例

场景梳理

  1. 首页 Feed 流个性化推荐
  2. 相关用户推荐
  3. 下一个电影推荐
  4. 物品 Push 用户
  5. 基于标签相似度推荐

算法使用

  1. FM Embedding 解决评分预测问题
  2. DeepWalk Embedding 解决用户序列数据的推荐
  3. Content Based 解决电影标签推荐

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