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Web of Proceedings - Francis Academic Press
Web of Proceedings - Francis Academic Press

Research on Collaborative Filtering Recommendation Algorithm for Personalized Recommendation System

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DOI: 10.25236/icess.2019.059

Author(s)

Yi Ren, Jingke Xu, Jie Huang and Cuirong Chi

Corresponding Author

Yi Ren

Abstract

In the era of information overload, recommendation system emerges at the historic moment. Collaborative filtering recommendation system algorithm is the most mature and extensive recommendation technology. This paper simulates the scene of film recommendation, applies different recommendation algorithms under the collaborative filtering recommendation system, and compares the recommendation quality to obtain a relatively objective experimental conclusion.

Keywords

Recommendation system, Collaborative filtering, Personalized recommendation