A land evaluation system based on integrated techniques between GIS and interactive spatial data mining

被引:0
|
作者
Jia, Zelu [1 ]
Liu, Yaolin [1 ]
机构
[1] Henan Polytech Univ, Sch Surveying & Land Informat Engn, Jiaozuo 454000, Peoples R China
关键词
geographical information system; spatial data mining; land grading; decision tree; visualization; interaction; spatial classification;
D O I
暂无
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
The traditional land evaluation procedure used in china usually spends much time and money, and the evaluation results are also not satisfying. Generally speaking, land market is still young and the business transaction data of city land are inadequate to effectively and accurately assess the land price. On the other hand, the inadequate cadastral data in digital format make it pretty difficult to evaluate the. price of every land parcel accurately. Thus the general used procedure of city land evaluation in china is quite different from that of western countries. With the rapid progress of economy, the land prices change quickly, thus demanding frequent update that is hard to accomplish in time. This paper addresses these problems by employing geographic information system (GIS) and spatial data mining (SDM) to dynamically grade and evaluate the prices of land parcels. In the paper, the author briefly introduced the integrated techniques between GIS and SDM, and an application information system for land grading is proposed. The idea is to combine SDM/decision tree techniques with GIS and expert system techniques and apply them to establish an intelligent land grading information system. Then a prototype system for land grading based on GIS and SDM use Visual C++ 6.0 and MapObject2.0 is designed and developed, the base algorithm of the spatial data mining is used Decision Tree, and the land grading process is used training and learning and the integration of the two to realize. Also, an application example (commercial land grading in Wuhan city) is presented to show the system is a transplantable and practical and extensible system.
引用
收藏
页码:78 / 82
页数:5
相关论文
共 50 条
  • [41] Knowledge Discovery in Power System based on Spatial Data Mining
    Wu, Qinggang
    Wang, Yan
    Liu, Fanghua
    Xia, Yongquan
    [J]. 2017 2ND INTERNATIONAL CONFERENCE ON MULTIMEDIA AND IMAGE PROCESSING (ICMIP), 2017, : 330 - 334
  • [42] Evaluation Information System for Land Seismic Resistance Suitability based on GIS
    Xin Jun-feng
    Feng Qi-min
    Wang Jun-jie
    [J]. 2008 4TH INTERNATIONAL CONFERENCE ON WIRELESS COMMUNICATIONS, NETWORKING AND MOBILE COMPUTING, VOLS 1-31, 2008, : 8238 - +
  • [43] Integrated evaluation of ecological environment damage in Shendong mining area based on RS and GIS
    Hao Yufen
    Hu Zhenqi
    Yang Zhuquan
    [J]. PROGRESS IN ENVIRONMENTAL SCIENCE AND TECHNOLOGY, VOL I, 2007, : 444 - 448
  • [44] Spatial evaluation of land-use dynamics in gold mining area using remote sensing and GIS technology
    Orimoloye, I. R.
    Ololade, O. O.
    [J]. INTERNATIONAL JOURNAL OF ENVIRONMENTAL SCIENCE AND TECHNOLOGY, 2020, 17 (11) : 4465 - 4480
  • [45] Spatial evaluation of land-use dynamics in gold mining area using remote sensing and GIS technology
    I. R. Orimoloye
    O. O. Ololade
    [J]. International Journal of Environmental Science and Technology, 2020, 17 : 4465 - 4480
  • [46] Energy Evaluation and Prediction System Based on Data Mining
    Sun, Zhaocong
    Xia, Jinyi
    Zhang, Chi
    Cui, Wan
    Shi, Tianyi
    [J]. PROCEEDINGS 2018 33RD YOUTH ACADEMIC ANNUAL CONFERENCE OF CHINESE ASSOCIATION OF AUTOMATION (YAC), 2018, : 875 - 880
  • [47] Research on teaching evaluation system based on data mining
    Zhang, Chao
    [J]. AGRO FOOD INDUSTRY HI-TECH, 2017, 28 (01): : 2641 - 2645
  • [48] Study of remote sensing image classification based on spatial data mining techniques
    Di, Kaichang
    Li, Deren
    Li, Deyi
    [J]. Wuhan Cehui Keji Daxue Xuebao/Journal of Wuhan Technical University of Surveying and Mapping, 2000, 25 (01): : 42 - 48
  • [49] Research on spatial data mining techniques based on mineral belts foundation database
    Wang, Xinqing
    Ju, Feng
    Xia, Qinglin
    Yang, Zhen
    [J]. PROCEEDINGS OF THE IAMG '07: GEOMATHEMATICS AND GIS ANALYSIS OF RESOURCES, ENVIRONMENT AND HAZARDS, 2007, : 343 - +
  • [50] Developing of mining-land-reclamation information system based on oracle spatial
    Liu, Changhua
    Chen, Qiuji
    Hu, Zhenqi
    Zhang, Wenzhi
    [J]. PROGRESS IN MINING SCIENCE AND SAFETY TECHNOLOGY, PTS A AND B, 2007, : 2160 - 2165