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 | |
刊名 | GRID AND COOPERATIVE COMPUTING - GCC 2005, PROCEEDINGS |
2005 | |
卷号 | 3795页码:591-596 |
ISSN号 | 0302-9743 |
英文摘要 | 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. |
WOS研究方向 | Computer Science |
语种 | 英语 |
出版者 | SPRINGER-VERLAG BERLIN |
WOS记录号 | WOS:000234857700077 |
内容类型 | 期刊论文 |
源URL | [http://119.78.100.204/handle/2XEOYT63/9978] |
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.Hunan Univ Sci & Technol, Hunan Knowledge Grid Lab, Hunan, Peoples R China 2.Chinese Acad Sci, Inst Comp Technol, Key Lab Intelligent Informat Proc, Beijing 100080, 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. |
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