期刊
JOURNAL OF COMPUTER AND SYSTEM SCIENCES
卷 76, 期 7, 页码 538-560出版社
ACADEMIC PRESS INC ELSEVIER SCIENCE
DOI: 10.1016/j.jcss.2009.10.002
关键词
Moving objects databases; Spatio-temporal databases; Constraint databases; Trajectories; Trajectory samples; Beads; Uncertainty
资金
- European Union [FP6-IST-FET, FP6-14915]
- GeoPKDD: Geographic Privacy-Aware Knowledge Discovery and Delivery
- Research Foundation Flanders (FWO-Vlaanderen) [G.0344.05]
Moving objects produce trajectories. We describe a data model for trajectories and trajectory samples and an efficient way of modeling uncertainty via beads for trajectory samples. We study transformations of the ambient space for which important physical properties of trajectories, such as speed, are invariant. We also determine which transformations preserve beads. We give conceptually easy first-order complete query languages and computationally complete query languages for trajectory databases, which allow to talk directly about speed and uncertainty in terms of beads. The queries expressible in these languages are invariant under speed- and bead-preserving transformations. (C) 2009 Elsevier Inc. All rights reserved.
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