Back to Search
Start Over
Study on internet recommendation system of collaborative filtering based on scatter difference
- 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