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Study on internet recommendation system of collaborative filtering based on scatter difference

Authors :
Qingjun Xue
Yuxi Gong
Source :
2010 International Conference on Computer, Mechatronics, Control and Electronic Engineering.
Publication Year :
2010
Publisher :
IEEE, 2010.

Abstract

For the phonemon for over fitting in the current recommendation system, put forward using the fuzzy scatter difference to the recommendation algorithm. The algorithm avoids the robustness in original collaborative filtering recommendation system for only calculating the user's similarities. The Experimental results show that the system has good accuracy and efficiency of the recommendation under the three indexes of MAE, RMSE and correlation, especially in the case of sparse initial data.

Details

Database :
OpenAIRE
Journal :
2010 International Conference on Computer, Mechatronics, Control and Electronic Engineering
Accession number :
edsair.doi...........60194985ba7e4a18eddeb6de4d29575b
Full Text :
https://doi.org/10.1109/cmce.2010.5609625