System Design of music recommendation system based on collaborative filtering algorithm
Mingming Li · Procedia Computer Science · 2025
Recommendation system is a new type of information retrieval technology. It makes recommendations according to the similar relationship between users and items, and constantly revises the similar relationship between users and items through the feedback information of users and items, and then recommends information for users according to their individual needs. This function is realized by various algorithms. Collaborative filtering algorithm is one of the most commonly used algorithms. This paper first introduces the basic concept and development history of collaborative filtering algorithm, then focuses on analyzing the music recommendation system based on collaborative filtering algorithm, introduces the system design scheme, and finally conducts experiments on the system to verify the effectiveness of the system.