See more
…with items and a nearest neighbours search on these representations is used to produce suggestions. As no latent model is assumed, these methods have theoretically a low bias but a high variance.
Machine learning algorithms in recommender systems are typically classified into two categories — content based and collaborative filtering methods although modern recommenders combine both approaches. Content based methods are based on similarity…