Time-series prediction with applications to traffic and moving objects databases

Authors:
Bo Xu;Ouri Wolfson
Affiliations:
University of Illinois at Chicago, Chicago, IL;University of Illinois at Chicago, Chicago, IL
Venue:
Proceedings of the 3rd ACM international workshop on Data engineering for wireless and mobile access
Year:
2003

Citing 1
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Abstract

In this paper we explore the application of travel-speed prediction to query processing in Moving Objects Databases. We propose to revise the motion plans of moving objects using the predicted travel-speeds. This revision occurs before answering queries. We develop three methods of doing this. These methods differ in the time when the motion plans are revised, and which of them are revised. We analyze the three methods theoretically and experimentally.