Collaborative Filtering Recommendation Algorithm Based on TF-IDF and User Characteristics

Collaborative Filtering Recommendation Algorithm Based on TF-IDF and User Characteristics

The recommendation algorithm is a very important and challenging issue for a personal recommender system. The collaborative filtering recommendation algorithm is one of the most popular and effective recommendation algorithms. However, the traditional collaborative filtering recommendation algorithm...

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Bibliographic Details
Main Authors: Jianjun Ni, Yu Cai, Guangyi Tang, Yingjuan Xie
Format: Article
Language:English
Published: MDPI AG 2021-10-01
Series:Applied Sciences
Subjects:
collaborative recommendation
TF-IDF method
user characteristics
fuzzy membership function
weighted fusion
Online Access:https://www.mdpi.com/2076-3417/11/20/9554

Internet

https://www.mdpi.com/2076-3417/11/20/9554

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