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Understanding Taxi Service Strategies From Taxi GPS Traces
16 references·2 citing·40 second hop
Understanding Taxi Service Strategies From Taxi GPS Traces (2014)Understanding Taxi Service Strategies Fro…B-Planner: Planning Bidirectional Night Bus Routes Using Large-Scale Taxi GPS Traces (2014)B-Planner: Planning Bidirecti…From taxi GPS traces to social and community dynamics (2013)From taxi GPS traces to socia…Prediction of urban human mobility using large-scale taxi traces and its applications (2012)Prediction of urban human mob…Land-Use Classification Using Taxi GPS Traces (2012)Land-Use Classification Using…Discovering regions of different functions in a city using human mobility and POIs (2012)Discovering regions of differ…Where to find my next passenger (2011)Where to find my next passeng…Urban computing with taxicabs (2011)Urban computing with taxicabsMeasuring social functions of city regions from large-scale taxi behaviors (2011)Measuring social functions of…Hunting or waiting? Discovering passenger-finding strategies from a large-scale real-world taxi dataset (2011)Hunting or waiting? Discoveri…Driving with knowledge from the physical world (2011)Driving with knowledge from t…Uncovering cabdrivers’ behavior patterns from their digital traces (2010)Uncovering cabdrivers’ behavi…Estimating arterial traffic conditions using sparse probe data (2010)Estimating arterial traffic c…Hierarchical route planning based on taxi GPS-trajectories (2009)Hierarchical route planning b…Context-aware taxi demand hotspots prediction (2009)Context-aware taxi demand hot…Computational Social Science (2009)Computational Social ScienceCharacterizing the human mobility pattern in a large street network (2009)Characterizing the human mobi…Large-Scale Order Dispatch in On-Demand Ride-Hailing Platforms (2018)Large-Scale Order Dispatch in…crowddeliver: Planning City-Wide Package Delivery Paths Leveraging the Crowd of Taxis (2016)crowddeliver: Planning City-W…OpenStreetMap: User-Generated Street Maps (2008)Understanding individual human mobility patterns (2008)Limits of Predictability in Human Mobility (2010)Urban Computing (2014)Demystifying Big Data Analytics for Business Intelligence Through the Lens of Marketing Mix (2015)Smart City and information technology: A review (2019)Power laws, Pareto distributions and Zipf's law (2005)Friendship and mobility (2011)A literature survey on smart cities (2015)Social Sensing: A New Approach to Understanding Our Socioeconomic Environments (2015)Power-law distributions in empirical data (2018)Real-Time Urban Monitoring Using Cell Phones: A Case Study in Rome (2010)Remote Sensing of Urban/Suburban Infrastructure and Socio‐Economic Attributes (2011)Uncovering urban human mobility from large scale taxi GPS data (2015)Integrating remote sensing and geospatial big data for urban land use mapping: A review (2021)Reality mining: sensing complex social systems (2005)Bridging the gap between physical location and online social networks (2010)Urban Traffic Prediction from Spatio-Temporal Data Using Deep Meta Learning (2019)Book Review: Time Series Analysis: Forecasting and Control (1977)Time Series Analysis: Forecasting and Control. (1978)Contextualized Spatial–Temporal Network for Taxi Origin-Destination Demand Prediction (2019)Traffic prediction using artificial intelligence: Review of recent advances and emerging opportunities (2022)Taxi Dispatch System Based on Current Demands and Real-Time Traffic Conditions (2004)Real-Time City-Scale Taxi Ridesharing (2014)Real-Time Prediction of Taxi Demand Using Recurrent Neural Networks (2017)The political blogosphere and the 2004 U.S. election (2005)Twitter mood predicts the stock market (2011)CRITICAL QUESTIONS FOR BIG DATA (2012)Private traits and attributes are predictable from digital records of human behavior (2013)Online-SVR for short-term traffic flow prediction under typical and atypical traffic conditions (2008)Evaluation of traffic data obtained via GPS-enabled mobile phones: The Mobile Century field experiment (2009)A hybrid deep learning based traffic flow prediction method and its understanding (2018)Predicting Taxi–Passenger Demand Using Streaming Data (2013)Control of robotic mobility-on-demand systems: A queueing-theoretical perspective (2015)Planning Bike Lanes based on Sharing-Bikes' Trajectories (2017)Efficient Ridesharing Order Dispatching with Mean Field Multi-Agent Reinforcement Learning (2019)Pricing and equilibrium in on-demand ride-pooling markets (2020)A Survey of Traffic Prediction: from Spatio-Temporal Data to Intelligent Transportation (2021)Modeling User Activity Preference by Leveraging User Spatial Temporal Characteristics in LBSNs (2014)Sensing spatial distribution of urban land use by integrating points-of-interest and Google Word2Vec model (2016)
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References

  • 2009Computational Social Science3,359 cited
  • 2012Discovering regions of different functions in a city using human mobility and POIs1,151 cited
  • 2011Driving with knowledge from the physical world886 cited
  • 2011Urban computing with taxicabs533 cited
  • 2012Prediction of urban human mobility using large-scale taxi traces and its applications369 cited
  • 2011Where to find my next passenger354 cited
  • 2009Characterizing the human mobility pattern in a large street network305 cited
  • 2012Land-Use Classification Using Taxi GPS Traces297 cited
  • 2013From taxi GPS traces to social and community dynamics261 cited
  • 2011Hunting or waiting? Discovering passenger-finding strategies from a large-scale real-world taxi dataset255 cited
  • 2010Uncovering cabdrivers’ behavior patterns from their digital traces218 cited
  • 2009Context-aware taxi demand hotspots prediction210 cited
  • 2010Estimating arterial traffic conditions using sparse probe data208 cited
  • 2011Measuring social functions of city regions from large-scale taxi behaviors153 cited
  • 2014B-Planner: Planning Bidirectional Night Bus Routes Using Large-Scale Taxi GPS Traces140 cited

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  • 2009Hierarchical route planning based on taxi GPS-trajectories45 cited
  • Cited by

    • 2018Large-Scale Order Dispatch in On-Demand Ride-Hailing Platforms385 cited
    • 2016crowddeliver: Planning City-Wide Package Delivery Paths Leveraging the Crowd of Taxis212 cited