The Performance Analysis of Nearest Neighbor Query Process using Circular Search Distance

Hwi-Joon Seon; 김원호

Journal of The Korea Society of Computer and Information

Abbr : JKSCI
2010, 15(1), pp.83-90
Publisher : The Korean Society Of Computer And Information
Research Area : Computer Science

Hwi-Joon Seon ¹ , 김원호 ²

¹ 신경대학교
² 신경대학교

ABSTRACT

The number of searched nodes and the computation time in an index should be minimized for optimizing the processing cost of the nearest neighbor query. The Measurement of search distance considered a circular location property of objects is required to accurately select the nodes which will be searched in the nearest neighbor query. In this paper, we propose the processing method of the nearest neighbor query be considered a circular location property of object where the search space consists of a circular domain and show its performance by experiments. The proposed method uses the circular minimum distance and the circular optimal distance which are the search measurements for optimizing the processing cost of the nearest neighbor query.
KEYWORDS

Circular Location Property , Circular Minimum Distance , Circular Optimal Distance , Nearest Neighbor Query
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