• DocumentCode
    1993765
  • Title

    Case-based reasoning and GIS approach to regional metallogenic prediction

  • Author

    Chen, Jianhua ; He, Binbin ; Cui, Ying ; He, Zhonghai

  • Author_Institution
    Inst. of Geo-Spatial Inf. S&T, Univ. of Electron. Sci. & Technol. of China, Chengdu, China
  • fYear
    2010
  • fDate
    18-20 June 2010
  • Firstpage
    1
  • Lastpage
    4
  • Abstract
    Traditional qualitative methods and quantitative geostatistical methods are usually two kinds of ways for regional metallogenic prediction, the former´s workloads are large and heavy, the latter´s algorithm models are complex. In order to propose a new, simple and more accurate method, this paper carried out research work on Case-Based Reasoning and GIS approach to regional metallogenic prediction. The metallogenic Case-Based Reasoning model including metallogenic case expression model and metallogenic case retrieval model was well discussed, the reasoning flow was given, experiment to Gold mine prediction was fully done. The experiment results show the prediction of metallogenic Case-Based Reasoning is effective.
  • Keywords
    geographic information systems; geology; geophysical techniques; geophysics computing; inference mechanisms; minerals; rocks; GIS approach; case based reasoning; gold mine prediction; metallogenic case expression model; metallogenic case retrieval model; quantitative geostatistical methods; regional metallogenic prediction; traditional qualitative methods; Cognition; Data models; Geographic Information Systems; Gold; Minerals; Predictive models; Software; GIS; metallogenic case; regional metallogenic prediction; similarity reasoning;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Geoinformatics, 2010 18th International Conference on
  • Conference_Location
    Beijing
  • Print_ISBN
    978-1-4244-7301-4
  • Type

    conf

  • DOI
    10.1109/GEOINFORMATICS.2010.5567602
  • Filename
    5567602