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Data-driven traffic zone division in smart city: Framework and technology
14 references·3 citing·38 second hop
Data-driven traffic zone division in smart city: Framework and technology (2022)Data-driven traffic zone division in smar…Detecting Home and Work Locations from Mobile Phone Cellular Signaling Data (2021)Detecting Home and Work Locat…A data-driven travel mode share estimation framework based on mobile device location data (2021)A data-driven travel mode sha…On data processing required to derive mobility patterns from passively-generated mobile phone data (2017)On data processing required t…Traffic zone division based on big data from mobile phone base stations (2015)Traffic zone division based o…Development of origin–destination matrices using mobile phone call data (2014)Development of origin–destina…A Framework for Spatial Interaction Analysis Based on Large-Scale Mobile Phone Data (2014)A Framework for Spatial Inter…Limits of Predictability in Human Mobility (2010)Limits of Predictability in H…A traffic analysis zone definition: a new methodology and algorithm (2009)A traffic analysis zone defin…Understanding individual human mobility patterns (2008)Understanding individual huma…The GIS-Based Human-Interactive TAZ Design Algorithm: Examining the Impacts of Data Aggregation on Transportation-Planning Analysis (1998)The GIS-Based Human-Interacti…A GIS‐based traffic analysis zone design: implementation and evaluation (1998)A GIS‐based traffic analysis …The overlaid network algorithms for areal interpolation problem (1995)The overlaid network algorith…DESIGN OF ZONAL SYSTEMS FOR AGGREGATE TRANSPORTATION PLANNING MODELS (1981)DESIGN OF ZONAL SYSTEMS FOR A…Optimal Zoning Systems for Spatial Interaction Models (1977)Optimal Zoning Systems for Sp…Multisource methodology for traffic analysis zone definition based on the fusion of Remote Sensing, OpenStreetMap, and Floating Car Data (2025)Multisource methodology for t…Applying and Evaluating Data-Driven Fine Grid Partitioning Methods for Traffic Analysis Zones (2024)Applying and Evaluating Data-…A Bus‐Service‐Based Zone Division Approach for the Spatial Analysis of Public Bus: A Case Study in South China (2024)A Bus‐Service‐Based Zone Divi…The origin of bursts and heavy tails in human dynamics (2005)The scaling laws of human travel (2006)Friendship and mobility (2011)Reality mining: sensing complex social systems (2005)Ecological Correlations and the Behavior of Individuals (1950)A million or so correlation coefficients : three experiments on the modifiable areal unit problem (1979)The Modifiable Areal Unit Problem in Multivariate Statistical Analysis (1991)A GIS-based toolkit for route choice analysis (2010)Territorial cohesion impacts of high-speed rail at different planning levels (2011)Reconstruction of human movement trajectories from large-scale low-frequency mobile phone data (2019)Spatial Interpolation Methods: A Review (1983)Geographic information systems: A management perspective (1989)Extending the automated zoning procedure to reconcile incompatible zoning systems (2003)Effects of the Modifiable Areal Unit Problem on the Delineation of Traffic Analysis Zones (2008)A Point-Based Intelligent Approach to Areal Interpolation (2011)Nonresponse Rates and Nonresponse Bias in Household Surveys (2006)A universal model for mobility and migration patterns (2012)Origin–destination trips by purpose and time of day inferred from mobile phone data (2015)Activity-Based Human Mobility Patterns Inferred from Mobile Phone Data: A Case Study of Singapore (2016)The promises of big data and small data for travel behavior (aka human mobility) analysis (2016)Spatial Entropy (1974)A Geographical Solution to Scale and Aggregation Problems in Region-Building, Partitioning and Spatial Modelling (1977)Some Theoretical Aspects of Destination Choice and Their Relevance to Production-Constrained Gravity Models (1983)Searching for the Elusive Aggregation Effect: Evidence from Statistical Simulations (1995)Modelling the scaling properties of human mobility (2010)Modeling real-time human mobility based on mobile phone and transportation data fusion (2018)Inferring dynamic origin-destination flows by transport mode using mobile phone data (2019)Transport mode detection based on mobile phone network data: A systematic review (2019)The Data Model Concept in Statistical Mapping (1967)Dynamic activity chain pattern estimation under mobility demand changes during COVID-19 (2021)A Framework of Travel Mode Identification Fusing Deep Learning and Map-Matching Algorithm (2023)Using mobile phone big data and street view images to explore the mismatch between walkability and walking behavior (2024)Mobile Landscapes: Using Location Data from Cell Phones for Urban Analysis (2006)Forecasting supply chain resilience performance using grey prediction (2016)Accessibility based on Gravity-Radiation model and Google Maps API: A case study in Australia (2018)Big Data and Business Analytics: Trends, Platforms, Success Factors and Applications (2019)Potential Contributions of Spatial Analysis to Geographic Information Systems for Transportation (GIS‐T) (1999)Modifiable Areal Units: Problem or Perception in Modeling of Residential Location Choice? (2004)
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References

  • 2008Understanding individual human mobility patterns6,071 cited
  • 2010Limits of Predictability in Human Mobility3,230 cited
  • 2014Development of origin–destination matrices using mobile phone call data508 cited
  • 2017On data processing required to derive mobility patterns from passively-generated mobile phone data248 cited
  • 1977Optimal Zoning Systems for Spatial Interaction Models217 cited
  • 2015Traffic zone division based on big data from mobile phone base stations136 cited
  • 2009A traffic analysis zone definition: a new methodology and algorithm117 cited
  • 1995The overlaid network algorithms for areal interpolation problem94 cited
  • 1998The GIS-Based Human-Interactive TAZ Design Algorithm: Examining the Impacts of Data Aggregation on Transportation-Planning Analysis62 cited
  • 2021A data-driven travel mode share estimation framework based on mobile device location data44 cited
  • 1981DESIGN OF ZONAL SYSTEMS FOR AGGREGATE TRANSPORTATION PLANNING MODELS30 cited
  • 1998A GIS‐based traffic analysis zone design: implementation and evaluation26 cited
  • 2021Detecting Home and Work Locations from Mobile Phone Cellular Signaling Data19 cited
  • 2014A Framework for Spatial Interaction Analysis Based on Large-Scale Mobile Phone Data18 cited

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Cited by

  • 2024Applying and Evaluating Data-Driven Fine Grid Partitioning Methods for Traffic Analysis Zones5 cited
  • 2025Multisource methodology for traffic analysis zone definition based on the fusion of Remote Sensing, OpenStreetMap, and Floating Car Data4 cited
  • 2024A Bus‐Service‐Based Zone Division Approach for the Spatial Analysis of Public Bus: A Case Study in South China4 cited