Title :
Ad-hoc OLAP on Trajectory Data
Author :
Marketos, Gerasimos ; Theodoridis, Yannis
Author_Institution :
Dept. of Inf., Univ. of Piraeus, Piraeus, Greece
Abstract :
The application of Data Warehousing (DW) and OLAP techniques on conventional data has been extensively studied in the literature. On the other hand, Trajectory Data Warehousing and Trajectory OLAP are relatively new research areas, which have to deal with the spatiotemporal (hence dynamic) nature of such data. In this paper, we present an innovative organization of a trajectory data cube in order to be able to answer OLAP queries considering different interpretations of the notion of trajectory. Thus, ad-hoc analysis on trajectory data cubes can be achieved, which can be really useful for a number of applications. Preliminary experimental results illustrate the applicability and efficiency of our approach.
Keywords :
Conference management; Data analysis; Databases; Informatics; Information retrieval; Logistics; Marketing and sales; Spatiotemporal phenomena; Vehicles; Warehousing; ETL process; OLAP analysis; Trajectory; Trajectory Data Warehousing;
Conference_Titel :
Mobile Data Management (MDM), 2010 Eleventh International Conference on
Conference_Location :
Kansas City, MO, USA
Print_ISBN :
978-1-4244-7075-4
DOI :
10.1109/MDM.2010.63