DocumentCode :
2010163
Title :
Algorithm of the k nearest neighbor for the mobility inquirer
Author :
Mao, Jianhua ; Ye, Ling
Author_Institution :
Res. Centre of Remote Sensing & Spatial Inf. Sci., Shanghai Univ., Shanghai, China
fYear :
2010
fDate :
23-25 Nov. 2010
Firstpage :
1557
Lastpage :
1560
Abstract :
An efficient processing of k nearest neighbors queries is of critical importance to location based server with the ever-increasing deployment and use of mobile technologies. Voronoi diagram is applied broadly to query neighbors in geospatial context with which the definition of validity region and influence sets of a query q can be described. However, the quantity of neighbors of a spatial object in the Voronoi diagram is computed by connected relationship of polygons in the diagram which is influenced by the spatial distribution of local spatial objects. So, sometimes, it is impossible to determine the k nearest neighbors from Voronoi diagram directly. With the spatial reasoning processing, a method for the k nearest neighbors query processing is discussed in this paper.
Keywords :
computational geometry; learning (artificial intelligence); mobile communication; pattern classification; query processing; spatial reasoning; visual databases; Voronoi diagram; geospatial context; k nearest neighbor; location based server; mobile technologies; mobility inquirer; query processing; spatial reasoning processing; Mobile communication; Nearest neighbor searches; Query processing; Servers; Spatial databases; Tin; Uncertainty;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Audio Language and Image Processing (ICALIP), 2010 International Conference on
Conference_Location :
Shanghai
Print_ISBN :
978-1-4244-5856-1
Type :
conf
DOI :
10.1109/ICALIP.2010.5684517
Filename :
5684517
Link To Document :
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