| Data Mining Ontology Development for High User Usability |
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| 作者姓名： | LI Yu-hua LU Zheng-ding SUN Xiao-lin WEN Kun-mei LI Rui-xuan |
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| 作者单位： | College of Computer Science and Technology, Huazhong University of Science and Technology, Wuhan 430074,Hubei, China |
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| 基金项目： | Supported by the National Natural Science Foundation of China （60403027）, the National Key Technologies R＆D Program of China during the 10th Five-Year Plan Period （2002BA103A04, 2001BA102A06-11）. |
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| 摘 要： | This paper mainly introduces the development and implementation of the user centered data mining service ontology on Universal Knowledge Grid （UKG）. UKG is an ontology-based grid architecture model to build large-scale distributed knowledge discovery system on the grid. The data mining ontology services are the main service offering by UKG. It can meet the user requirements of knowledge discovery in different domains and different hierarchies and make the system exoteric, extensible and high usable. A data min- ing solution for money laundering is introduced.
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| 关 键 词： | 数据挖掘 存在论 可用性 知识栅格 知识挖掘 |
| 文章编号： | 1007-1202（2006）01-0051-06 |
| 收稿时间： | 2005-04-26 |
Data mining ontology development for high user usability |
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| LI Yu-hua LU Zheng-ding SUN Xiao-lin WEN Kun-mei LI Rui-xuan.Data Mining Ontology Development for High User Usability[J].Wuhan University Journal of Natural Sciences,2006,11(1):51-56. |
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| Authors: | Li Yu-hua Lu Zheng-ding Sun Xiao-lin Wen Kun-mei Li Rui-xuan |
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| Institution: | (1) College of Computer Science and Technology, Huazhong University of Science and Technology, 430074 Wuhan Hubei, China |
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| Abstract: | This paper mainly introduces the development and implementation of the user-centered data mining service ontology on Universal Knowledge Grid (UKG). UKG is an ontology-based grid architecture model to build large-scale distributed knowledge discovery system on the grid. The data mining ontology services are the main service offering by UKG. It can meet the user requirements of knowledge discovery in different domains and different hierarchies and make the system exoteric, extensible and high usable. A data mining solution for money laundering is introduced. |
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| Keywords: | data mining ontology usability universal knowledge grid |
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