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数据挖掘技术在地理信息系统中的应用

Application of Data Mining Technology in Geographic Information System

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【作者】 张永梅陈立潮席利宝

【Author】 ZHANG Yongmei\+1, CHEN Lichao\+\{1,2\} (1. Dept. of Computer Science & Technology, North China Institute of Technology, Taiyuan 030051, China; 2. Dept. of Computer Science & Engineering, Beijing Institute of Technology, Beijing 100081, China; 3. Shanxi Mobile Communication Ltd. Datong Branch, Datong 030052, China)

【机构】 华北工学院计算机科学与技术系山西移动通讯有限责任公司大同分公司 山西太原030051山西太原030051北京理工大学计算机科学与工程系北京100081山西大同030052

【摘要】 研究数据挖掘技术在地理信息系统中的应用.着重阐述了属性相关分析,深入讨论了可视化数据挖掘软件的设计与实现,提出了通过高阶关联分析来找到因素间内在的关系.利用属性相关分析挖掘GIS的属性数据,并利用丰富多样的图表显示其结果.可以帮助城市交通、铁路等部门的决策人员进行辅助决策,具有较强的实用性.

【Abstract】 The application of data mining technology in GIS (geographic information system) was studied. Property correlative analysis was described emphatically, the design and realization of visual data mining were discussed, and the intrinsic relation between factors through high step association analysis was put forward. Mining the property data of GIS using property correlative analysis and showing its result with rich charts are of beneficial to the staff making policy in city traffic and railway, and this technology has the potential application.

  • 【文献出处】 测试技术学报 ,Journal of Test and Measurement Technology , 编辑部邮箱 ,2003年03期
  • 【分类号】P208
  • 【被引频次】5
  • 【下载频次】344
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