Title :
Reverse nearest neighbors in large graphs
Author :
Yiu, Man Lung ; Papadias, Dimitris ; Mamoulis, Nikos ; Tao, Yufei
Author_Institution :
Dept. of Comput. Sci. & Inf. Syst., Hong Kong Univ., China
Abstract :
A reverse nearest neighbor query returns the data objects that have a query point as their nearest neighbor. Although such queries have been studied quite extensively in Euclidean spaces, there is no previous work in the context of large graphs. In this paper, we propose algorithms and optimization techniques for RNN queries by utilizing some characteristics of networks.
Keywords :
graph theory; optimisation; query processing; Euclidean spaces; data object; large graph; optimization technique; reverse nearest neighbor query; Computer science; Costs; Information retrieval; Information systems; Lungs; Nearest neighbor searches; Neural networks; Peer to peer computing; Recurrent neural networks; Roads;
Conference_Titel :
Data Engineering, 2005. ICDE 2005. Proceedings. 21st International Conference on
Print_ISBN :
0-7695-2285-8
DOI :
10.1109/ICDE.2005.124