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【本地】通过标签进行推荐
1.将原数据转换为电影-标签频数表
2.计算电影-标签的TF-IDF表
3.将原数据转换为人-电影评分表
4.得到人-标签的兴趣表
5.通过标签向量的余弦相似度计算人-电影的兴趣表
6.交叉验证得到推荐准确度为

【spark】
协同过滤:
itemCF

userCF

als求解的潜语义模型
LFM

交叉验证模块,5折
评价方式:
1.打分的MSE
2.在用户打
所有用户对所有未看过电影的预测评分排序
对用户抽样人工看结果

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