• DocumentCode
    553118
  • Title

    Framework and case study on geospatial knowledge discovery based on spatial knowledge management

  • Author

    Zhongyuan Wang ; Heming Zhang ; Jiuyun Sun

  • Author_Institution
    Sch. of Environ. Sci. & Spatial Inf., China Univ. of Min. & Technol., Xuzhou, China
  • Volume
    2
  • fYear
    2011
  • fDate
    26-28 July 2011
  • Firstpage
    1280
  • Lastpage
    1284
  • Abstract
    Geospatial knowledge discovery is a branch of knowledge discovery, at the same time, knowledge management(KM) is an important concept in management field, so after discussing the basic theory on KM, knowledge management systems(KMS), and geospatial knowledge discovery, this paper introduces them to the geospatial information field, brings forward the theoretical framework of spatial knowledge management(SKM) and spatial knowledge management system(SKMS), and explores the method of geospatial knowledge discovery method based on SKM, mainly elaborating the definition and normal process of SKM, giving the concept, overall structure and main function modules. Finally, it brings a case study on precision agriculture, designing precision agriculture KM and knowledge discovery system based on “3S”, including the functions, knowledge base of agricultural, architecture of its SKMS, and operation principles of precision agriculture, as well as giving two specific operation instances, which provides a new approach for geospatial knowledge discovery.
  • Keywords
    agriculture; data mining; geographic information systems; knowledge management; 3S; SKMS architecture; agriculture knowledge base; geospatial information field; geospatial knowledge discovery method; precision agriculture; spatial knowledge management systems; Agriculture; Geospatial analysis; Knowledge acquisition; Knowledge based systems; Knowledge management; Spatial databases; 3S integration; geospatial knowledge discovery; precision agriculture; spatial knowledge management;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Fuzzy Systems and Knowledge Discovery (FSKD), 2011 Eighth International Conference on
  • Conference_Location
    Shanghai
  • Print_ISBN
    978-1-61284-180-9
  • Type

    conf

  • DOI
    10.1109/FSKD.2011.6019709
  • Filename
    6019709