When generalized Voronoi diagrams meet GeoWeb for emergency management

Lee, Ickjai, and Torpelund-Bruin, Christopher (2009) When generalized Voronoi diagrams meet GeoWeb for emergency management. In: Proceedings of the Pacific-Asia Workshop on Intelligence and Security Informatics 2009, pp. 64-75. From: Pacific-Asia Workshop on Intelligence and Security Informatics 2009, 27 April 2009, Bangkok, Thailand.

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Abstract

This article is to investigate a Voronoi-based computational model for Geographic Knowledge Discovery (GKD) from Geo-reference Web 2.0 datasets to provide detailed emergency management analysis of various geospatial settings including various distance metrics; weights modeling different speeds, impacts, sizes, capacities of disasters; point,line and areas of influence representing disasters, obstacles blocking interactions such as political boundaries, rivers, and so on; higher order neighbors in case the first k-nearest neighbors are currently busy or not functioning; any combination of these settings. The framework is analyzed for efficiency and accuracy and tested in a variety of emergency life-cycle phases consisting of real datasets extracted from GeoWeb 2.0 technologies.

Item ID: 8241
Item Type: Conference Item (Refereed Research Paper - E1)
Keywords: Geoweb, Voronoi diagram, emergency management
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ISBN: 978-3-642-01392-8
ISSN: 1611-3349
Date Deposited: 17 Mar 2010 23:46
FoR Codes: 08 INFORMATION AND COMPUTING SCIENCES > 0801 Artificial Intelligence and Image Processing > 080109 Pattern Recognition and Data Mining @ 50%
09 ENGINEERING > 0909 Geomatic Engineering > 090903 Geospatial Information Systems @ 50%
SEO Codes: 89 INFORMATION AND COMMUNICATION SERVICES > 8902 Computer Software and Services > 890205 Information Processing Services (incl. Data Entry and Capture) @ 100%
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