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
Link To Document :
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