Browse > Article
http://dx.doi.org/10.6109/jkiice.2011.15.1.126

A Method for Continuous k Nearest Neighbor Search With Partial Order  

Kim, Jin-Deog (동의대학교)
Publication Information
Journal of the Korea Institute of Information and Communication Engineering / v.15, no.1, 2011 , pp. 126-132 More about this Journal
Abstract
In the application areas of LBS(Location Based Service) and ITS(Intelligent Transportation System), continuous k-nearest neighbor query(CkNN) which is defined as a query to find the nearest points of interest to all the points on a given path is widely used. It is necessary to acquire results quickly in the above applications and be applicable to spatial network databases. It is also able to cope successfully with frequent updates of POI objects. This paper proposes a new method to search nearest POIs for moving query objects on the spatial networks. The method produces a set of split points and their corresponding k-POIs as results with partial order among k-POIs. The results obtained from experiments with real dataset show that the proposed method outperforms the existing methods. The proposed method achieves very short processing time(15%) compared with the existing method.
Keywords
CkNN; Partial Order; Split Point; Spatial Network;
Citations & Related Records
Times Cited By KSCI : 1  (Citation Analysis)
연도 인용수 순위
1 Y. Tao, D. Papadias, Q. Shen, "Continuous Nearest Neighbor Search", VLDB, 2002
2 D. Papadias, J. Zhang, M. Mamoulis, Y. Tao, "Query Processing in Spatial Network Databases", Proc. of VLDB, pp. 802-813, 2003
3 김진덕, "무순위 연속 k 최근접 객체 탐색을 위한 효율적인 분할점 추출기법", 한국해양정보통신학회 춘계종합학술대회 논문집, 14권, 1호, 2010
4 이상철, 김상욱, "도로 네트워크 데이터베이스에서 근사 색인을 이용한 k-최근접 질의 처리", 한국정보과학회 논문지 : 데이터베이스, 제 35권, 제 5호, pp. 447-458, 2008
5 P. Sistla, O. Wolfson, S. Chamberlain, D. S, "Modeling and Querying Moving Objects", IEEE ICDE 1997
6 K Mouratidis, M.L. Yiu, D. Papadias, N. Mamoulis, "Continuous Nearest Neighbor Monitoring in Road Networks", VLDB, pp. 43-54, 2006
7 M. Kolahdouzan, C. Shahabi, "Voronoi-Based K-Nearest Neighbor Search for Spatial Network Databases", Proc. Of Int'l Conf. on Very Large Databases, VLDB, pp. 840-851, 2004
8 N. Roussopoulos, S. Kelley, F. Vincent, "Nearest Neighbor Queries", SIGMOD, 1995
9 Y. Tao, D. Papadias, "Time Parameterized Queries in Spatio-Temporal Databases", SIGMOD, 2002
10 X. Huang, C.S. Jensen, S. Saltenis, "The Islands Approach to Nearest Neighbor Querying in Spatial Networks", Proc. of Int'l Symp. On Spatial and Temporal Databases, SSTD, pp. 73-90, 2005
11 M. Kolahdouzan, C. Shahabi, "Continuous K Nearest Neighbor Queries in Spatial Network Databases", Proc. of STDBM, 2004