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 :
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