• DocumentCode
    3416680
  • Title

    Migrant boat mini challenge award: Analysis summary a geo-temporal analysis of the migrant boat dataset

  • Author

    Holland, Benjamin ; Kuchy, L. ; Dalton, Jordan

  • fYear
    2008
  • fDate
    19-24 Oct. 2008
  • Abstract
    The SPADAC team used various visual analytics tools and methods to find geo-temporal patterns of migration from a Caribbean island from 2005-2007. In this paper, we describe the tools and methods used in the analysis. These methods included generating temporal variograms, dendrograms, and proportionally weighted migration maps, using tools such as the R statistical software package and Signature Analysttrade. We found that there is a significant positive space-time correlation with the boat encounters (especially the landings), with a migratory shift further away from the point of departure over time.
  • Keywords
    cartography; data visualisation; software packages; Caribbean island; dendrograms; geo-temporal analysis; geo-temporal patterns; migrant boat dataset; migrant boat mini challenge award; proportionally weighted migration maps; statistical software package; temporal variograms; Artificial intelligence; Information retrieval; Numerical analysis; Pattern analysis; Predictive models; Software packages; Visual analytics; G.1.1 [Numerical Analysis]: Interpolation—Interpolation-Formulas; G.1.2 [Numerical Analysis]: ApproximationNonlinear Approximation; H.3.3 [Information Storage and Retrieval]: Information Search and Retrieval—Clustering; I.2.1 [Artificial Intelligence]: Applications and Expert Systems—Cartography; geo-temporal analysis; visual analytics;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Visual Analytics Science and Technology, 2008. VAST '08. IEEE Symposium on
  • Conference_Location
    Columbus, OH
  • Print_ISBN
    978-1-4244-2935-6
  • Type

    conf

  • DOI
    10.1109/VAST.2008.4677394
  • Filename
    4677394