Recommendation System, Recommender Systems, Machine Learning, Data Science, Big Data.
follows. Confidence matrix and rating matrix for implicit feedback. Then, we can model the observed rᵤᵢ using the same linear model used for SVD, but with a slightly different loss function. First, we compute the loss over all (u, i) pairs — unlike the explicit case, if user u never interacted with