Using fuzzy cognitive map to effectively classify e-documents and application

	Using fuzzy cognitive map to effectively classify e-documents and application
	Wang, JZ ; Xing, YP ; Shi, P ; Guo, F ; Wang, Z ; Yao, EL ; Yuan, KH ; Zhang, JS
	2005
发表期刊	GRID AND COOPERATIVE COMPUTING - GCC 2005, PROCEEDINGS
ISSN	0302-9743
卷号	3795 页码:591-596
摘要	In the current Web, e-document has been the most common vehicle for delivering and exchanging information. As the amount of e-documents has grown enormously, effective classification facilities are urgently needed to classify and query e-documents users want. In this paper, we propose a method to classify e-documents into a set of predefined categories based on Fuzzy Cognitive Map (FCM). The e-documents are collected from Internet by a metasearch engine. FCM has been employed to capture the semantic relationships between keywords of e-documents. Experiments with a set of local e-documents have proved that this approach has high performance and can help users getting the e-documents efficiently and effectively. The proposed method has been implemented and integrated into the Dunhuang Feitian System to manage and classify e-documents.
收录类别	SCI
语种	英语
WOS研究方向	Computer Science
WOS类目	Computer Science, Theory & Methods
WOS记录号	WOS:000234857700077
出版者	SPRINGER-VERLAG BERLIN
引用统计	被引频次：2[WOS] [WOS记录] [WOS相关记录]
文献类型	期刊论文
条目标识符	http://119.78.100.204/handle/2XEOYT63/9979
专题	中国科学院计算技术研究所期刊论文_英文
通讯作者	Wang, JZ
作者单位	1.Chinese Acad Sci, Inst Comp Technol, Key Lab Intelligent Informat Proc, Beijing 100080, Peoples R China 2.Hunan Univ Sci & Technol, Hunan Knowledge Grid Lab, Hunan, Peoples R China 3.Chinese Acad Sci, Grad Sch, Beijing, Peoples R China
推荐引用方式 GB/T 7714	Wang, JZ,Xing, YP,Shi, P,et al. Using fuzzy cognitive map to effectively classify e-documents and application[J]. GRID AND COOPERATIVE COMPUTING - GCC 2005, PROCEEDINGS,2005,3795:591-596.
APA	Wang, JZ.,Xing, YP.,Shi, P.,Guo, F.,Wang, Z.,...&Zhang, JS.(2005).Using fuzzy cognitive map to effectively classify e-documents and application.GRID AND COOPERATIVE COMPUTING - GCC 2005, PROCEEDINGS,3795,591-596.
MLA	Wang, JZ,et al."Using fuzzy cognitive map to effectively classify e-documents and application".GRID AND COOPERATIVE COMPUTING - GCC 2005, PROCEEDINGS 3795(2005):591-596.