Title
An efficient location index for the semantic search of moving objects
Abstract
In moving object databases, researches on the spatio-temporal access method are very important for the efficient search of moving object location in ITS, LBS, and Telematics. Recently, researches are being made actively on the efficient management of the current location of moving objects and on the estimation of future location using information such as the current location and moving pattern of moving objects. In this paper, we propose Map-Based Rtree (MBR-tree), which is a new current location index structure for indexing the current location of moving objects in an urban area, a 2-dimentional space. MBR-tree is an index which forms the MBR(Minimum Bounding Rectangle) of R-tree nodes using static objects(or fixed objects) on the map. Because moving objects generally moves within a static object, if the MBR is formed using static objects, we can reduce the cost of updating the index of the current location of moving objects. In addition, it shows superior performance in semantic search that searches in a specific building or place (e.g. "Who are in Konkuk university?") rather than in an arbitrary area. Finally, to test the index proposed in this paper, we compared its performance with that of hashing technique and Lazy Update R-tree using various datasets and proved the superiority of its performance.
Year
DOI
Venue
2007
10.1007/978-3-540-75664-4_54
SEUS
Keywords
Field
DocType
object databases,fixed object,lazy update r-tree,future location,efficient location index,object location,static object,current location,semantic search,arbitrary area,superior performance,new current location index,access method,minimum bounding rectangle,indexation
Minimum bounding rectangle,Data mining,Semantic search,Access method,Computer science,Search engine indexing,Hash function,Telematics,Pound (mass)
Conference
Volume
ISSN
ISBN
4761
0302-9743
3-540-75663-9
Citations 
PageRank 
References 
0
0.34
7
Authors
4
Name
Order
Citations
PageRank
Dong-Oh Kim1156.72
Jung-Su Shin200.34
Hong-Koo Kang383.91
Ki-Joon Han4266.76