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Continuous Nearest Neighbor Query with the Direction Constraint
Conference proceeding   Peer reviewed

Continuous Nearest Neighbor Query with the Direction Constraint

Xue Miao, Xi Guo, Huan Wang, Zhaoshun Wang and Xiaodong Ye
WEB AND WIRELESS GEOGRAPHICAL INFORMATION SYSTEMS (W2GIS 2019), Vol.11474, pp.85-101
Lecture Notes in Computer Science
01/01/2019

Abstract

Computer Science Computer Science, Information Systems Science & Technology Technology Telecommunications
This paper proposes a new spatial data query, the continuous nearest neighbor query with the direction constraint (DCNN query). The DCNN query finds the nearest point of interest (POI), which also satisfies the direction constraint. The direction constraint depends on the direction of the user's speed. It is an angle range with the direction of the user's speed as the angle bisector. And the angle range is determined by the user. We study the snapshot and the continuous DCNN queries. The snapshot query finds the nearest POI according to the user's current location. The continuous query updates the results when the user is moving on a segment. To answer the DCNN queries, we propose R-tree-based approaches. The snapshot query algorithm is more efficient than the existing method. The continuous query algorithm finds the change points of the results according to two geographical properties. The experimental results show that we can answer the snapshot and the continuous queries accurately and efficiently.

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