Data Science, Recommender Systems, Collaborative Filtering, Artificial Intelligence, Machine Learning.
Correlation or cosine similarity. Let u_{i, k} denotes the similarity between user i and user k and v_{i, j} denotes the rating that user i gives to item j with v_{i, j} = ? if the user has not rated that item. These two methods can be expressed as the followings: Pearson Correlation