| Web Fuzzy Clustering and a Case Study |
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| 作者姓名： | LIUMao-fu HEJing HEYan-xiang HUHui-jun |
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| 作者单位： | [1]SchoolofComputer,WuhanUniversity,Wuhan,130072,Hubei,China [2]DeparrnentofComputerScience,UtahStateUniversity,Logan,UT84341,USA [3]TheStateKeyLaboratoryofSoftwareEngineering,WuhanUniversity,Wuhan430072,Hubei,China |
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| 基金项目： | SupportedbytheNationalNaturalScienceFoundationofChina (90 1 0 4 0 0 5) |
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| 摘 要： | We combine the web usage mining and fuzzy clustering and give the concept of web fuzzy clustering, and then put forward the web fuzzy clustering processing model which is discussed in detail. Web fuzzy clustering can be used in the web users clustering and web pages clustering. In the end, a case study is given and the result has proved the feasibility of using web fuzzy clustering in web pages clustering.
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| 关 键 词： | web挖掘 web用法挖掘 web模糊聚类 数据对象 网页聚类 |
| 收稿时间： | 18 June 2003 |
Web fuzzy clustering and a case study |
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| LIUMao-fu HEJing HEYan-xiang HUHui-jun.Web Fuzzy Clustering and a Case Study[J].Wuhan University Journal of Natural Sciences,2004,9(4):411-414. |
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| Authors: | Liu Mao-fu He Jing He Yan-xiang Hu Hui-jun |
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| Institution: | (1) School of Computer, Wuhan University, 430072 Wuhan, Hubei, China;(2) The State Key Laboratory of Software Engineering, Wuhan University, Wuhan Hubei, 430072, China;(3) Department of Computer Science, Utah State University, 84341 Logan, UT, USA |
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| Abstract: | We combine the web usage mining and fuzzy clustering and give the concept of web fuzzy clustering, and then put forward the web fuzzy clustering processing model which is discussed in detail. Web fuzzy clustering can be used in the web users clustering and web pages clustering. In the end, a case study is given and the result has proved the feasibility of using web fuzzy clustering in web pages clustering. |
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| Keywords: | web mining web usage mining web fuzzy clustering WFCM |
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