目录
1)Problem formulation
2)Content-based recommendations
3)Collaborative filtering
4)Collaborative filtering algorithm
5)Vectorization: Low rank matrix factorization
6)Implementational detail: Mean normalization
1)Problem formulation
推荐电影评分:
2)Content-based recommendations
对于每部电影构造特征向量,使用线性回归算法进行预测评分:
特征化:
3)Collaborative filtering
4)Collaborative filtering algorithm
5)Vectorization: Low rank matrix factorization
6)Implementational detail: Mean normalization