空间数据挖掘在铁路地理信息系统中的应用

Proceedings of the 2003 IEEE International Conference on Intelligent Transportation Systems Pub Date : 2003-12-19 DOI:10.1109/ITSC.2003.1252727

W. Xu, Yong Qin, Houkuan Huang

{"title":"空间数据挖掘在铁路地理信息系统中的应用","authors":"W. Xu, Yong Qin, Houkuan Huang","doi":"10.1109/ITSC.2003.1252727","DOIUrl":null,"url":null,"abstract":"This paper presents in-depth research on various spatial data mining techniques and their applications in railway geographic information systems (RGIS) through the systems' planning, design and implementation. We propose the concept of intelligent RGIS (IRGIS). An IRGIS uses intelligent spatial data mining to discover the association rules hidden in the vast amount of railway data, and will be able to perform not only the generic functions of spatial data representation, query, and statistical analysis, but also complex spatio-temporal analysis and decision-making support.","PeriodicalId":123155,"journal":{"name":"Proceedings of the 2003 IEEE International Conference on Intelligent Transportation Systems","volume":"80 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2003-12-19","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"5","resultStr":"{\"title\":\"The application of spatial data mining in railway geographic information systems\",\"authors\":\"W. Xu, Yong Qin, Houkuan Huang\",\"doi\":\"10.1109/ITSC.2003.1252727\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"This paper presents in-depth research on various spatial data mining techniques and their applications in railway geographic information systems (RGIS) through the systems' planning, design and implementation. We propose the concept of intelligent RGIS (IRGIS). An IRGIS uses intelligent spatial data mining to discover the association rules hidden in the vast amount of railway data, and will be able to perform not only the generic functions of spatial data representation, query, and statistical analysis, but also complex spatio-temporal analysis and decision-making support.\",\"PeriodicalId\":123155,\"journal\":{\"name\":\"Proceedings of the 2003 IEEE International Conference on Intelligent Transportation Systems\",\"volume\":\"80 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2003-12-19\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"5\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Proceedings of the 2003 IEEE International Conference on Intelligent Transportation Systems\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1109/ITSC.2003.1252727\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Proceedings of the 2003 IEEE International Conference on Intelligent Transportation Systems","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/ITSC.2003.1252727","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}

引用次数: 5

摘要

本文通过铁路地理信息系统的规划、设计和实现，深入研究了各种空间数据挖掘技术及其在铁路地理信息系统(RGIS)中的应用。我们提出了智能RGIS (IRGIS)的概念。IRGIS通过智能空间数据挖掘，发现隐藏在海量铁路数据中的关联规则，不仅能够实现空间数据表示、查询和统计分析等通用功能，还能够实现复杂的时空分析和决策支持。

本文章由计算机程序翻译，如有差异，请以英文原文为准。

查看原文本刊更多论文

The application of spatial data mining in railway geographic information systems

This paper presents in-depth research on various spatial data mining techniques and their applications in railway geographic information systems (RGIS) through the systems' planning, design and implementation. We propose the concept of intelligent RGIS (IRGIS). An IRGIS uses intelligent spatial data mining to discover the association rules hidden in the vast amount of railway data, and will be able to perform not only the generic functions of spatial data representation, query, and statistical analysis, but also complex spatio-temporal analysis and decision-making support.

求助全文

通过发布文献求助，成功后即可免费获取论文全文。去求助

来源期刊

Proceedings of the 2003 IEEE International Conference on Intelligent Transportation Systems

自引率

0.00%

发文量