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Uncovering cabdrivers’ behavior patterns from their digital traces · Study

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ArticleUncovering cabdrivers’ behavior patterns from their digital traces

Liang Liu2010

Article2010

Uncovering cabdrivers’ behavior patterns from their digital traces

Liang Liu · Clio Andris · Carlo Ratti

217 citations·0/0 files stored·Computers Environment and Urban Systems

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Human Mobility and Location-Based Analysis Data Management and Algorithms Traffic Prediction and Management Techniques

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References

2008Understanding individual human mobility patterns 1970WHAT ABOUT PEOPLE IN REGIONAL SCIENCE?2009Computational Social Science 2003Using GPS to learn significant locations and predict movement across multiple users 2006Mobile Landscapes: Using Location Data from Cell Phones for Urban Analysis 2007Learning and inferring transportation routines 2003Inferring High-Level Behavior from Low-Level Sensors 2006Predestination: Inferring Destinations from Partial Trajectories

Cited by

2014B-Planner: Planning Bidirectional Night Bus Routes Using Large-Scale Taxi GPS Traces 2018Do different datasets tell the same story about urban mobility — A comparative study of public transit and taxi usage 2016Integrating social network data into GISystems 2020Access to hospitals: Potential vs. observed 2017Revealing intra-urban travel patterns and service ranges from taxi trajectories 2013B-Planner: Night bus route planning using large-scale taxi GPS traces

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2013From taxi GPS traces to social and community dynamicsarticle · 7 shared references 201317 From Taxi GPS Traces to Social and Community Dynamics: A Surveyarticle · 7 shared references 2014Understanding Activity Location Choice with Mobile Phone Datathesis · 6 shared references 2014Zooming into individuals to understand the collective: A review of trajectory-based travel behaviour studiesarticle · 5 shared references 2013Mining GPS data for mobility patterns: A surveyarticle · 5 shared references 2012Exploring spatiotemporal characteristics of intra-urban trips using metro smartcard recordsother · 5 shared references

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Year2010

Typearticle

Published2010-08-18

VenueComputers Environment and Urban Systems

ISSN-L0198-9715

Languageen

Citations217

Files0 public / 0

ShelfHuman Mobility and Location-Based Analysis

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doi10.1016/j.compenvurbsys.2010.07.004

openalex_workW2073794668

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2011Exploratory calibration of a spatial interaction model using taxi GPS trajectories

2009Mining correlation between locations using human location history