Documental clustering algorithm based on fuzzy concept graph and its application in Web

Details of Research Outputs

Title	Documental clustering algorithm based on fuzzy concept graph and its application in Web
Creator	Chen，Ning; Chen，An; Zhou，Long Xiang; Jia，Wei Jia; Luo，San Ding
Date Issued	2002
Source Publication	Ruan Jian Xue Bao/Journal of Software
ISSN	1000-9825
Volume	13 Issue:8 Pages:1598-1605
Abstract	With the explosive growth of data available on World Wide Web, it seems that the current search engines cannot met the increasing requirement of users. This paper focuses on improving the effectiveness and the efficiency of Web search with data mining technology. A documental clustering algorithm is presented integrated with fuzzy concept graph for mining interest patterns. Based on the above technology, an intelligent customized search system is proposed that enables users to obtain useful information according to the relation of concepts and their own interests. The strategy is to evaluate the relevance of documents effectively based on fuzzy concept graph and user's personal interests.
Keyword	Customized search Documental clustering Fuzzy concept graph Interest pattern
URL	View source
Language	英语English
Scopus ID	2-s2.0-0036700699
Citation statistics
Document Type	Journal article
Identifier	http://repository.uic.edu.cn/handle/39GCC9TT/9402
Collection	Research outside affiliated institution
Corresponding Author	Chen，Ning
Affiliation	Sch. of Info. Sci. and Eng.,Chinese Acad. of Sci.,Beijing 100039,China
Recommended Citation GB/T 7714	Chen，Ning,Chen，An,Zhou，Long Xianget al. Documental clustering algorithm based on fuzzy concept graph and its application in Web[J]. Ruan Jian Xue Bao/Journal of Software, 2002, 13(8): 1598-1605.
APA	Chen，Ning, Chen，An, Zhou，Long Xiang, Jia，Wei Jia, & Luo，San Ding. (2002). Documental clustering algorithm based on fuzzy concept graph and its application in Web. Ruan Jian Xue Bao/Journal of Software, 13(8), 1598-1605.
MLA	Chen，Ning,et al."Documental clustering algorithm based on fuzzy concept graph and its application in Web". Ruan Jian Xue Bao/Journal of Software 13.8(2002): 1598-1605.

Files in This Item:
There are no files associated with this item.

Related Services

Usage statistics

Google Scholar

If you have any objections to this item, please fill out the form below and the administrator will contact you as soon as possible.
Content:
Email：	*
Institution:
Verification Code:	Refresh

Any comments and suggestions are welcomed.
Title:	*
Content:
Email：	*
Verification Code:	Refresh