Data Science, Recommender Systems, Collaborative Filtering, Artificial Intelligence, Machine Learning.
turn the recommendation problem into an optimization problem. We can view it as how good we are in predicting the rating for items given a user. One common metric is Root Mean Square Error (RMSE). The lower the RMSE, the better the performance. Since we do not know the rating for the unseen items,