| 开放式空间数据挖掘集成系统的设计与实现 |
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| 引用本文： | 李欣.开放式空间数据挖掘集成系统的设计与实现[J].测绘与空间地理信息,2008,31(4). |
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| 作者姓名： | 李欣 |
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| 作者单位： | 信息工程大学,测绘学院,河南,郑州,450052 |
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| 摘 要： | 数据挖掘系统是通过在一个软件平台上有效地集成一种或若干种数据挖掘算法模型,并结合相应的数据源,以完成特定的挖掘应用或通用的挖掘任务,提取对用户有用的模式、规则、知识的信息系统.本文实现了名为SDMiner的空间数据可视化挖掘系统,把传统挖掘系统的体系结构与面向服务的体系结构相结合,提出了一个新的面向服务的数据挖掘系统体系结构.系统能够面向Web用户提供分布式的挖掘服务,以任务的定义为核心组织数据挖掘流程,能够动态添加各种算法.以适应各种数据处理的要求.
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| 关 键 词： | 数据挖掘系统 面向服务的体系结构 "即插即用"技术 |
Design and Realization of an Opening Spatial Data Mining System |
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| LI Xin.Design and Realization of an Opening Spatial Data Mining System[J].Geomatics & Spatial Information Technology,2008,31(4). |
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| Authors: | LI Xin |
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| Abstract: | The data mining system is a kind of information system,which integrates some calculation module of data mining in a software platform,and combines some kind of data source,to complete the special mining mission,and to get some modes,rules and knowledge for the users.This paper carries out a spatial data mining system named SDMiner,which combines tradition architecture of mining system with the service-oriented architecture together.It also puts forward a new service-oriented architecture of data mining system.The system can provide distributed mining service face to some Web customer.Taking the definition of mission as the core to organize the process of data mining,it can add various calculation methods dynamically.All of these can adapt the various request of the data processing. |
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| Keywords: | data mining system service-oriented architecture "plug and play" technology |
| 本文献已被 CNKI 维普 万方数据 等数据库收录！ |
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