Design of a recommendation system based on collaborative filtering and machine learning considering personal needs of the user

day, people receive and filter the incoming flow of information arriving from various sources: work, social networking, email, online movie theaters, popular sources of information, etc. The advent of the Internet gave rise to a sharp