DocumentCode
2837414
Title
The Study on Data Preprocessing Based on Collaborative Filtering
Author
Ji Liang-hao
Author_Institution
Coll. of Comput. Sci. & Tech., Chongqing Univ. of Posts & Telecommun., Chongqing, China
fYear
2011
fDate
17-18 July 2011
Firstpage
1
Lastpage
3
Abstract
As the increase of the internet information, it´s very necessary to provide personalized service for us. Collaborative filtering is one of the most successful applications in the field of personalized service. But the quality of the service directly affects the extent of its application. So before recommend, do data preprocessing, the results of the experiment show that the method can indeed improve the quality of recommend algorithm.
Keywords
Internet; groupware; information filtering; personal information systems; recommender systems; Internet information; collaborative filtering; data preprocessing; personalized information service; Accuracy; Collaboration; Data preprocessing; Filtering; Internet; Measurement uncertainty; Presses;
fLanguage
English
Publisher
ieee
Conference_Titel
Circuits, Communications and System (PACCS), 2011 Third Pacific-Asia Conference on
Conference_Location
Wuhan
Print_ISBN
978-1-4577-0855-8
Type
conf
DOI
10.1109/PACCS.2011.5990219
Filename
5990219
Link To Document