Spatial Data Mining Based on Campus GIS

被引:2
|
作者
Yu, YongLing [1 ]
Guan, Tao [1 ]
Shi, JinFa [1 ]
机构
[1] Zhengzhou Inst Aeronaut Ind Management, Zhengzhou, Peoples R China
关键词
Spatial Datatabase; Data Mining; Campus GIS; Model; Prototype;
D O I
10.4028/www.scientific.net/AMR.282-283.641
中图分类号
TP39 [计算机的应用];
学科分类号
081203 ; 0835 ;
摘要
With the rapid development of spatial database technology, spatial databases have been widely used in many engineering fields and rapidly increase in data capacity. Thus, to mine useful information from large spatial databases turns into a difficult but important task. In this paper, we apply the traditional data mining into spatial database and give a mining model for spatial data based on Campus GIS. Moreover, based on campus GIS, we implement a spatial data mining prototype system that is able to discovery the useful spatial features and patterns in spatial databases. The application in the campus GIS of a university has shown the feasibility and validity of the system.
引用
收藏
页码:641 / 645
页数:5
相关论文
共 50 条
  • [1] Research of GIS-based spatial data mining model
    Wang Jinlin
    Chen Xi
    Zhou Kefa
    Zhang Haibo
    Wang Wei
    [J]. WKDD: 2009 SECOND INTERNATIONAL WORKSHOP ON KNOWLEDGE DISCOVERY AND DATA MINING, PROCEEDINGS, 2009, : 159 - 162
  • [2] Implementation of GIS spatial data mining based on cloud theory
    Wang Xiao hi
    Xie Jiancang
    Li Jianxun
    Luo Jungang
    Liu Fuchao
    [J]. 2006 INTERNATIONAL CONFERENCE ON HYBRID INFORMATION TECHNOLOGY, VOL 1, PROCEEDINGS, 2006, : 530 - +
  • [3] Research on Integration of Spatial Data Mining and GIS Based on Component Technology
    Yang, Zhen
    Ju, Feng
    Shao, Bin
    [J]. ADVANCES IN COMPUTATIONAL ENVIRONMENT SCIENCE, 2012, 142 : 161 - +
  • [4] REMOTE SENSING IMAGE CLASSIFICATION WITH GIS DATA BASED ON SPATIAL DATA MINING TECHNIQUES
    DI Kaichang LI Deren LI Deyi
    [J]. Geo-spatial Information Science, 2000, (04) : 30 - 35
  • [5] Spatial Data Mining Approaches for GIS - A Brief Review
    Perumal, Mousi
    Velumani, Bhuvaneswari
    Sadhasivam, Ananthi
    Ramaswamy, Kalpana
    [J]. EMERGING ICT FOR BRIDGING THE FUTURE, VOL 2, 2015, 338 : 579 - 592
  • [6] Spatial Data Mining Using GIS Web Services
    Droj, G.
    Droj, L.
    [J]. MODERN TECHNOLOGIES FOR THE 3RD MILLENNIUM, 2019, : 21 - 26
  • [7] An Incremental Data Mining Method for Spatial Association Rule in GIS Based Fireproof System
    Yu, Liang
    Bian, Fuling
    [J]. 2007 INTERNATIONAL CONFERENCE ON WIRELESS COMMUNICATIONS, NETWORKING AND MOBILE COMPUTING, VOLS 1-15, 2007, : 5983 - 5986
  • [8] The application art of spatial data mining for GIS-T
    Wang, Rui
    Bai, Ling
    Zhou, Hai-hui
    Ma, De-Tao
    [J]. PROCEEDINGS OF THE INTERNATIONAL CONFERENCE INFORMATION COMPUTING AND AUTOMATION, VOLS 1-3, 2008, : 1007 - 1010
  • [9] An integrated platform for spatial data mining within a GIS environment
    Appice, Annalisa
    Lanza, Antonietta
    Malerba, Donato
    [J]. 2007 IEEE 23RD INTERNATIONAL CONFERENCE ON DATA ENGINEERING WORKSHOP, VOLS 1-2, 2007, : 507 - 516
  • [10] WEB-GIS BASED CAMPUS SPATIAL INFORMATION SYSTEM FOR A UNIVERSITY
    Beyhan, Burak
    Ozkan, Sevim Pelin
    Seyfioglu, Ezgi
    Kapucu, Volkan
    [J]. 8TH INTERNATIONAL CONFERENCE ON CARTOGRAPHY AND GIS, VOL. 1, 2020, : 140 - 150