Title :
Practical data management techniques for vehicle tracking data
Author :
Brakatsoulas, Sotiris ; Pfoser, Dieter ; Tryfona, Nectaria
Author_Institution :
Res. Acad. Comput. Technol. Inst., Hellas, Greece
Abstract :
A novel data source for assessing traffic conditions is floating car data (FCD) in the form of vehicle tracking data, or, in database terms, trajectory data. This work proposes practical data management techniques including data pre-processing, data modeling and indexing to support the analysis and the data mining of vehicle tracking data.
Keywords :
data mining; data models; database indexing; tracking; traffic information systems; vehicles; data mining; data modeling; data pre-processing; data source; floating car data; indexing; practical data management technique; traffic condition assessing; vehicle tracking data; Data mining; Data models; Databases; Geometry; Indexing; Roads; Telecommunication traffic; Traffic control; Trajectory; Vehicles;
Conference_Titel :
Data Engineering, 2005. ICDE 2005. Proceedings. 21st International Conference on
Print_ISBN :
0-7695-2285-8
DOI :
10.1109/ICDE.2005.109
