Recommendation System, Recommender Systems, Machine Learning, Data Science, Big Data.
second is way more abundant. Content-based models work well in cold-start scenarios, but require to know user and item metadata. Collaborative filtering models typically use matrix factorization: PMF, SVD, SVD for implicit feedback, SVD++. Hybrid models take the best of content-based and