Continuous K-Nearest Neighbor Query over Moving Objects in Road Networks

被引:0
|
作者
Huang, Yuan-Ko [1 ]
Chen, Zhi-Wei [1 ]
Lee, Chiang [1 ]
机构
[1] Natl Cheng Kung Univ, Dept Comp Sci & Informat Engn, Tainan 70101, Taiwan
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D O I
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中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Continuous K-Nearest Neighbor (CKNN) query is an important type of spatio-temporal queries. A. CKNN query is to find among all moving objects the K-nearest neighbors (KNNs) of a moving query object at each timestamp. In this paper, we focus oil processing such a CKNN query in road networks, where the criterion for determining the KNNs is the shortest; network distance between objects. We first highlight, the limitations of the existing approaches, and then propose a cost-effective algorithm, namely the Continuous KNN algorithm, to overcome these limitations. Comprehensive experiments are conducted to demonstrate the efficiency of the proposed approach.
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页码:27 / 38
页数:12
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