DocumentCode
3155926
Title
Research on Information Filtering Approach Based on a Novel Bayes Algorithm
Author
Huang, Shurong
Author_Institution
Sch. of Unigraphics, Yancheng Inst. of Technol., Yancheng, China
Volume
2
fYear
2010
fDate
12-14 Nov. 2010
Firstpage
307
Lastpage
309
Abstract
Information filtering is one of the most important techniques of information retrieve system or search engine. The paper put forward an approach of novel Bayes-based information filtering, which greatly improved the accuracy of retrieve system. User´s requirements were expressed in profile and been added weights of the system. An example was given to demonstrate the efficiency of the information filtering technique of this system.
Keywords
belief networks; information filtering; search engines; Bayes algorithm; information filtering; information retrieve system; search engine; Accuracy; Algorithm design and analysis; Classification algorithms; Information filtering; Training; Training data; bayes algorithm; information filtering; information retrieve system; sample space; search engine;
fLanguage
English
Publisher
ieee
Conference_Titel
System Science, Engineering Design and Manufacturing Informatization (ICSEM), 2010 International Conference on
Conference_Location
Yichang
Print_ISBN
978-1-4244-8664-9
Type
conf
DOI
10.1109/ICSEM.2010.170
Filename
5640210
Link To Document