DocumentCode :
2046073
Title :
The DCM-Based Web Information Filtering Algorithm and its Application
Author :
Luo Chang-ri ; Zhang Fan ; Zhang Xin-hua
Author_Institution :
Sch. of Network Educ., Central China Normal Univ., Wuhan
fYear :
2009
fDate :
23-24 May 2009
Firstpage :
1
Lastpage :
4
Abstract :
In the past few years, as the volume of junk information on the internet has grown tremendously, researchers´ begun to handle this issue. In this paper, an algorithm, called DCM (Discriminative Category Matching) algorithm is employed to do the content based information filtering system design. To our knowledge, the algorithm is the first introduced into filtering information on the internet. System test results indicate that the algorithm can be used to filter information with high accuracy and low computational cost and storage requirement. Therefore, it is suitable for online information filtering in practice.
Keywords :
Internet; category theory; content-based retrieval; information filtering; storage management; DCM-based Web information filtering algorithm; Internet; content based information filtering system design; discriminative category matching algorithm; junk information; online information filtering; storage requirement; Application software; Computational efficiency; Computer applications; Computer science education; Educational institutions; Filtering algorithms; Information filtering; Information filters; Information management; Software algorithms;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Intelligent Systems and Applications, 2009. ISA 2009. International Workshop on
Conference_Location :
Wuhan
Print_ISBN :
978-1-4244-3893-8
Electronic_ISBN :
978-1-4244-3894-5
Type :
conf
DOI :
10.1109/IWISA.2009.5073175
Filename :
5073175
Link To Document :
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