OLAP for moving object data
by Oliver Baltzer; Frank Dehne; Andrew Rau-Chaplin
International Journal of Intelligent Information and Database Systems (IJIIDS), Vol. 7, No. 1, 2013

Abstract: In this paper, we present an OLAP framework for moving object data. We introduce a new operator GROUP_TRAJECTORIES for group-by operations on moving object data and present two implementation alternatives for computing groups of moving objects for group-by aggregation: group by overlap and group by intersection. We also present an interactive OLAP environment for resolution drill-down/roll-up on sets of trajectories and parameter browsing. We evaluate the performance of our GROUP_TRAJECTORIES operator by using generated as well as real life moving object datasets.

Online publication date: Mon, 31-Mar-2014

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