| 基于移动agent和数据挖掘标准的分布式数据挖掘系统 |
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| 引用本文： | 陈玉哲,赵明华,李军,赵书良.基于移动agent和数据挖掘标准的分布式数据挖掘系统[J].郑州大学学报(自然科学版),2011(1):90-94,113. |
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| 作者姓名： | 陈玉哲 赵明华 李军 赵书良 |
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| 作者单位： | [1]河北师范大学田家炳数学与信息科学学院,河北石家庄050016 [2]河北师范大学研究生教育学院,河北石家庄050016 |
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| 基金项目： | 河北省教育厅自然科学基金资助项目 编号2010259 2008472; 河北师范大学青年基金资助项目 编号L2009Q01 |
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| 摘 要： | 提出了一个基于移动agent和数据挖掘标准的分布式数据挖掘系统模型，该系统运用两个层次的开放式数据挖掘语言来提供良好的延伸性，基于KQML和XML的代理通信机制保证移动代理具备很好的跨平台性．系统可以有效实现对分布的、异构异质数据源的集成和访问，同时还给出了系统的响应时间模型．
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| 关 键 词： | 移动agent 分布式数据挖掘 数据挖掘语言 XML |
A Distributed Data Mining System Based on Mobile Agent and Data Mining Standards |
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| CHEN Yu-zhe,ZHAO Ming-hua,LI Jun,ZHAO Shu-liang.A Distributed Data Mining System Based on Mobile Agent and Data Mining Standards[J].Journal of Zhengzhou University (Natural Science),2011(1):90-94,113. |
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| Authors: | CHEN Yu-zhe ZHAO Ming-hua LI Jun ZHAO Shu-liang |
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| Institution: | 1.Mathematics ＆ Information Science College,Hebei Normal University,Shijiazhuang 050016,China;2.Postgraduate Education College,Hebei Normal University,Shijiazhuang 050016,China) |
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| Abstract: | A distributed data mining system based on mobile agent and data mining standards was proposed.It used two-level open data mining language to provide good scalable property.The communication mechanism based on KQML and XML guaranteed the cross-platform feature of the mobile agent.It also effectively integrated and accessed to the distributed heterogeneous data sources.The time cost model of the system was also provided. |
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| Keywords: | mobile agent distributed data mining data mining language XML |
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