Journal article

Analysis and evaluation of V*-kNN: an efficient algorithm for moving kNN queries

Sarana Nutanong, Rui Zhang, Egemen Tanin, Lars Kulik

VLDB JOURNAL | SPRINGER | Published : 2010

Abstract

The moving k nearest neighbor (MkNN) query continuously finds the k nearest neighbors of a moving query point. MkNN queries can be efficiently processed through the use of safe regions. In general, a safe region is a region within which the query point can move without changing the query answer. This paper presents an incremental safe-region-based technique for answering MkNN queries, called the V*-Diagram, as well as analysis and evaluation of its associated algorithm, V*-kNN. Traditional safe-region approaches compute a safe region based on the data objects but independent of the query location. Our approach exploits the knowledge of the query location and the boundary of the search space ..

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Grants

Awarded by Australian Research Council


Funding Acknowledgements

This work is supported under the Australian Research Council's Discovery funding scheme (project number DP0880215).