• DocumentCode
    3512778
  • Title

    Evaluating Spatial Data Quality in GIS Database

  • Author

    Su, Ying ; Yang, Lei ; Jin, Zhanming

  • Author_Institution
    Dept. of Bus. Strategy & Policy, Tsinghua Univ., Beijing
  • fYear
    2007
  • fDate
    21-25 Sept. 2007
  • Firstpage
    5967
  • Lastpage
    5970
  • Abstract
    The quality of spatial data is often limited by the quality of their sources such as paper maps and satellite images. Spatial operations performed on database of geographical information systems (GIS) such as selection, projection, and Cartesian product, do not always work correctly because their accuracy and completeness depends on the quality of spatial data. The present paper suggests a methodology to evaluate two data quality characteristics - accuracy and completeness - of the spatial database. Four quantitative measures are introduced to assess the quality of spatial data. Their explicit forms are derived for a tuple, and four assumptions are presented where the measures can be evaluated efficiently by numerical calculation.
  • Keywords
    data analysis; geographic information systems; visual databases; Cartesian product; GIS database; data quality characteristics; geographical information systems; paper maps; satellite images; spatial data quality; spatial database; Agriculture; Error probability; Geographic Information Systems; Image databases; Management information systems; Quality management; Satellites; Spatial databases; Tin; Transportation;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Wireless Communications, Networking and Mobile Computing, 2007. WiCom 2007. International Conference on
  • Conference_Location
    Shanghai
  • Print_ISBN
    978-1-4244-1311-9
  • Type

    conf

  • DOI
    10.1109/WICOM.2007.1463
  • Filename
    4341238