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Urban mobility study using taxi traces
2011
Proceedings of the 2011 international workshop on Trajectory data mining and analysis - TDMA '11
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In this work, we analyze taxi-GPS traces collected in Lisbon, Portugal. We perform an exploratory analysis to visualize the spatiotemporal variation of taxi services; explore the relationships between pick-up and drop-off locations; and analyze the behavior in downtime (between the previous drop-off and the following pick-up). We also carry out the analysis of predictability of taxi trips for the next pick-up area type given history of taxi flow in time and space.
doi:10.1145/2030080.2030086
fatcat:cejsnry7o5giletpm2efok6p7u