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- W1995151908 endingPage "34" @default.
- W1995151908 startingPage "1" @default.
- W1995151908 abstract "Vehicles equipped with GPS localizers are an important sensory device for examining people’s movements and activities. Taxis equipped with GPS localizers serve the transportation needs of a large number of people driven by diverse needs; their traces can tell us where passengers were picked up and dropped off, which route was taken, and what steps the driver took to find a new passenger. In this article, we provide an exhaustive survey of the work on mining these traces. We first provide a formalization of the data sets, along with an overview of different mechanisms for preprocessing the data. We then classify the existing work into three main categories: social dynamics, traffic dynamics and operational dynamics. Social dynamics refers to the study of the collective behaviour of a city’s population, based on their observed movements; Traffic dynamics studies the resulting flow of the movement through the road network; Operational dynamics refers to the study and analysis of taxi driver’s modus operandi . We discuss the different problems currently being researched, the various approaches proposed, and suggest new avenues of research. Finally, we present a historical overview of the research work in this field and discuss which areas hold most promise for future research." @default.
- W1995151908 created "2016-06-24" @default.
- W1995151908 creator A5045729966 @default.
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- W1995151908 creator A5077790890 @default.
- W1995151908 creator A5080570693 @default.
- W1995151908 creator A5084291326 @default.
- W1995151908 date "2013-11-01" @default.
- W1995151908 modified "2023-09-29" @default.
- W1995151908 title "From taxi GPS traces to social and community dynamics" @default.
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