Research on Shared Service Discovery Model Based on Collaborative Filtering Algorithm

2020 ◽  
Author(s):  
Zepeng Wen ◽  
Yan Liang ◽  
Gongliang Li
Keyword(s):  
Collaborative Filtering ◽  
Service Discovery ◽  
Filtering Algorithm ◽  
Model Based ◽  
Shared Service ◽  
Collaborative Filtering Algorithm

The Improved Collaborative Filtering Recommendation Algorithm Based on Cloud Model

2013 ◽  
Vol 411-414 ◽  
pp. 2292-2296
Author(s):  
Jia Si Gu ◽  
Zheng Liu
Keyword(s):  
Collaborative Filtering ◽  
Recommendation System ◽  
Cloud Model ◽  
Personalized Recommendation ◽  
Test Results ◽  
User Interest ◽  
Recommendation Algorithm ◽  
Filtering Algorithm ◽  
Model Based ◽  
Collaborative Filtering Algorithm

The traditional collaborative filtering algorithm has a better recommendation quality and efficiency, it has been the most widely used in personalized recommendation system. Based on the traditional collaborative filtering algorithm,this paper considers the user interest diversity and combination of cloud model theory.it presents an improved cloud model based on collaborative filtering recommendation algorithm.The test results show that, the algorithm has better recommendation results than other kinds of traditional recommendation algorithm.

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