Summary: In the article a review of existing approaches to the formation of recommendations was conducted. Formation of recommendations algorithm based on the model of latent factors was developed. The comparison of the proposed algorithm with existing algorithms was conducted.

Key words: machine learning, recommendation algorithm, collaborative filtering, latent factors.