A Group Based Approach for Path Queries in Road Networks

作者: Hossain Mahmud , Ashfaq Mahmood Amin , Mohammed Eunus Ali , Tanzima Hashem , Sarana Nutanong

DOI: 10.1007/978-3-642-40235-7_21

关键词:

摘要: The advancement of mobile technologies and map-based applications enables a user to access wide variety location-based services that range from information queries navigation systems. Due the popularity among users, service provider often requires answer large number simultaneous (or contemporary) queries. Thus, processing efficiently on spatial networks (i.e., road networks) have become an important research area in recent years. In this paper, we focus path find shortest between source destination user. particular, address problem finding paths for networks. Traditional systems consider one query at time are not suitable many due high computational cost overhead. We propose efficient group based approach provides practical solution with reduced cost. key concept our is share common travel then compute group. Experimental results show effectiveness efficiency approach.

参考文章(28)
Andrew Goldberg, Renato Werneck, Haim Kaplan, Point-to-point shortest path algorithm ,(2005)
Maxim Likhachev, Anthony Stentz, Sebastian Thrun, Dave Ferguson, Geoff Gordon, Anytime dynamic A*: an anytime, replanning algorithm international conference on automated planning and scheduling. pp. 262- 271 ,(2005)
Holger Bast, Stefan Funke, Domagoj Matijevic, Peter Sanders, Dominik Schultes, None, In transit to constant time shortest-path queries in road networks algorithm engineering and experimentation. pp. 46- 59 ,(2007) , 10.1137/1.9781611972870.5
Ugur Demiryurek, Farnoush Banaei-Kashani, Cyrus Shahabi, Efficient k-nearest neighbor search in time-dependent spatial networks database and expert systems applications. pp. 432- 449 ,(2010) , 10.1007/978-3-642-15364-8_36
Daniel Delling, Dorothea Wagner, Landmark-based routing in dynamic graphs WEA'07 Proceedings of the 6th international conference on Experimental algorithms. ,vol. 4525, pp. 52- 65 ,(2007) , 10.1007/978-3-540-72845-0_5
Mohammed Eunus Ali, Egemen Tanin, Rui Zhang, Lars Kulik, A motion-aware approach for efficient evaluation of continuous queries on 3D object databases very large data bases. ,vol. 19, pp. 603- 632 ,(2010) , 10.1007/S00778-010-0182-X
Peter Hart, Nils Nilsson, Bertram Raphael, A Formal Basis for the Heuristic Determination of Minimum Cost Paths IEEE Transactions on Systems Science and Cybernetics. ,vol. 4, pp. 100- 107 ,(1968) , 10.1109/TSSC.1968.300136
Jae-Gil Lee, Jiawei Han, Kyu-Young Whang, Trajectory clustering Proceedings of the 2007 ACM SIGMOD international conference on Management of data - SIGMOD '07. pp. 593- 604 ,(2007) , 10.1145/1247480.1247546
Sven Koenig, Maxim Likhachev, David Furcy, Lifelong planning A Artificial Intelligence. ,vol. 155, pp. 93- 146 ,(2004) , 10.1016/J.ARTINT.2003.12.001