DocumentCode
3278002
Title
A novel approach for the continuous search of the K nearest neighbors on road networks
Author
Ferchichi, Hafedh ; Akaichi, Jalel
Author_Institution
Dept. of Comput. Sci., High Inst. of Manage., Tunis, Tunisia
fYear
2013
fDate
23-25 May 2013
Firstpage
878
Lastpage
881
Abstract
Searching the K nearest neighbors (KNNs) in road networks is a major problem like in mobile objects warehouses which describe highly dynamic environments. Current approaches to processing this kind of queries in dynamic environments do not provide appropriate results and do not take into account different search constraints such as the road context and disturbance factors as well as the dynamicity of users. This work presents a new model for the continuous search, in a highly dynamic environment, of the KNNs in a road network.
Keywords
learning (artificial intelligence); pattern classification; query processing; road traffic; search problems; traffic engineering computing; visual databases; K nearest neighbors; KNN; continuous search; disturbance factors; dynamic environments; mobile objects warehouses; query processing; road context; road networks; spatial database; user dynamicity; Artificial neural networks; Indexing; CkNNs; K-Nearest Neighbors; indexation; spatial network;
fLanguage
English
Publisher
ieee
Conference_Titel
Software Engineering and Service Science (ICSESS), 2013 4th IEEE International Conference on
Conference_Location
Beijing
ISSN
2327-0586
Print_ISBN
978-1-4673-4997-0
Type
conf
DOI
10.1109/ICSESS.2013.6615445
Filename
6615445
Link To Document