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A Searching Method for Bichromatic Reverse k-Nearest Neighbor with Network Voronoi Diagram
- Source :
- MoMM
- Publication Year :
- 2016
- Publisher :
- ACM, 2016.
-
Abstract
- Due to the recent popularization of Geographic Information System (GIS), spatial network environments that can display the changes of spatial axes in mobile phones have received much attention. Many searching methods have proposed reverse k-nearest neighbor (RkNN) searching methods that consider the inverse direction with the position between the query and target objects. In this paper, we propose and evaluate a searching method for a bichromatic reverse k-nearest neighbor (BRkNN) that has objects and queries in spatial networks. In our proposed method, we search for the BRkNN of the query using an influence zone for each object with a Network Voronoi Diagram.
- Subjects :
- Geographic information system
Computer science
business.industry
Inverse
02 engineering and technology
Object (computer science)
computer.software_genre
k-nearest neighbors algorithm
Spatial network
Position (vector)
020204 information systems
0202 electrical engineering, electronic engineering, information engineering
020201 artificial intelligence & image processing
Data mining
business
Voronoi diagram
computer
Algorithm
Subjects
Details
- Database :
- OpenAIRE
- Journal :
- Proceedings of the 14th International Conference on Advances in Mobile Computing and Multi Media
- Accession number :
- edsair.doi...........e71578a803eb415cf2a4ebd55b352966
- Full Text :
- https://doi.org/10.1145/3007120.3007133