Abstract
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. Copyright 2011 ACM.
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CITATION STYLE
Veloso, M., Phithakkitnukoon, S., & Bento, C. (2011). Urban mobility study using taxi traces. In TDMA’11 - Proceedings of the 2011 International Workshop on Trajectory Data Mining and Analysis (pp. 23–30). https://doi.org/10.1145/2030080.2030086
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