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Detecting and Reducing Biases in Cellular-Based Mobility Data Sets
16 references·4 citing·33 second hop
Detecting and Reducing Biases in Cellular-Based Mobility Data Sets (2018)Detecting and Reducing Biases in Cellular…Understanding Mobile Traffic Patterns of Large Scale Cellular Towers in Urban Environment (2016)Understanding Mobile Traffic …Simulating human mobility patterns in urban areas (2016)Simulating human mobility pat…On the regularity of human mobility (2016)On the regularity of human mo…On the properties of human mobility (2016)On the properties of human mo…Spatiotemporal Detection of Unusual Human Population Behavior Using Mobile Phone Data (2015)Spatiotemporal Detection of U…Oscillation Resolution for Mobile Phone Cellular Tower Data to Enable Mobility Modelling (2014)Oscillation Resolution for Mo…Mining GPS data for mobility patterns: A survey (2013)Mining GPS data for mobility …Correction: A Tale of Many Cities: Universal Patterns in Human Urban Mobility (2012)Correction: A Tale of Many Ci…Are call detail records biased for sampling human mobility? (2012)Are call detail records biase…A Tale of Many Cities: Universal Patterns in Human Urban Mobility (2012)A Tale of Many Cities: Univer…A Tale of One City: Using Cellular Network Data for Urban Planning (2011)A Tale of One City: Using Cel…Modelling the scaling properties of human mobility (2010)Modelling the scaling propert…Limits of Predictability in Human Mobility (2010)Limits of Predictability in H…Estimating human predictability from mobile sensor data (2010)Estimating human predictabili…Understanding individual human mobility patterns (2008)Understanding individual huma…Reality mining: sensing complex social systems (2005)Reality mining: sensing compl…Public health research using cell phone derived mobility data in sub-Saharan Africa: Ethical issues (2023)Public health research using …The geography of connectivity: a review of mobile positioning data for economic geography (2022)The geography of connectivity…A Mobility Model for Synthetic Travel Demand From Sparse Traces (2022)A Mobility Model for Syntheti…Characterizing and Removing Oscillations in Mobile Phone Location Data (2019)Characterizing and Removing O…The origin of bursts and heavy tails in human dynamics (2005)The scaling laws of human travel (2006)Friendship and mobility (2011)A universal model for mobility and migration patterns (2012)Power-Law Distributions in Empirical Data (2009)A survey of results on mobile phone datasets analysis (2015)Understanding Human Mobility from Twitter (2015)The promises of big data and small data for travel behavior (aka human mobility) analysis (2016)Power-law distributions in empirical data (2018)Growth, innovation, scaling, and the pace of life in cities (2007)Quantifying human mobility resilience to extreme events using geo-located social media data (2019)The statistical physics of cities (2019)Telecommuting and other trips: an English case study (2020)Using GPS to learn significant locations and predict movement across multiple users (2003)Learning and inferring transportation routines (2007)Social signal processing: Survey of an emerging domain (2008)Inferring friendship network structure by using mobile phone data (2009)Mobile Landscapes: Using Location Data from Cell Phones for Urban Analysis (2006)Big Data Integration (2013)Data from mobile phone operators: A tool for smarter cities? (2014)Analyzing large-scale human mobility data: a survey of machine learning methods and applications (2018)Private traits and attributes are predictable from digital records of human behavior (2013)Not All Apps Are Created Equal (2017)Driving Big Data: A First Look at Driving Behavior via a Large-Scale Private Car Dataset (2019)A data-driven system for cooperative-bus route planning based on generative adversarial network and metric learning (2022)A Mobility Analytical Framework for Big Mobile Data in Densely Populated Area (2016)Mining smartphone data for app usage prediction and recommendations: A survey (2017)Big data and understanding change in the context of planning transport systems (2018)Multi-scale spatio-temporal analysis of human mobility (2017)Reconstruction of human movement trajectories from large-scale low-frequency mobile phone data (2019)Measuring objective and subjective well-being: dimensions and data sources (2020)Origin–destination trips by purpose and time of day inferred from mobile phone data (2015)Human mobility: Models and applications (2018)
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References

  • 2008Understanding individual human mobility patterns6,071 cited
  • 2010Limits of Predictability in Human Mobility3,230 cited
  • 2005Reality mining: sensing complex social systems2,771 cited
  • 2010Modelling the scaling properties of human mobility1,286 cited
  • 2012A Tale of Many Cities: Universal Patterns in Human Urban Mobility628 cited
  • 2011A Tale of One City: Using Cellular Network Data for Urban Planning275 cited
  • 2016Understanding Mobile Traffic Patterns of Large Scale Cellular Towers in Urban Environment259 cited
  • 2013Mining GPS data for mobility patterns: A survey159 cited
  • 2012Are call detail records biased for sampling human mobility?124 cited
  • 2012Correction: A Tale of Many Cities: Universal Patterns in Human Urban Mobility111 cited
  • 2015Spatiotemporal Detection of Unusual Human Population Behavior Using Mobile Phone Data61 cited
  • 2016On the properties of human mobility58 cited
  • 2016On the regularity of human mobility58 cited
  • 2016Simulating human mobility patterns in urban areas53 cited
  • 2014Oscillation Resolution for Mobile Phone Cellular Tower Data to Enable Mobility Modelling47 cited

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  • 2010Estimating human predictability from mobile sensor data47 cited
  • Cited by

    • 2019Characterizing and Removing Oscillations in Mobile Phone Location Data11 cited
    • 2022The geography of connectivity: a review of mobile positioning data for economic geography8 cited
    • 2022A Mobility Model for Synthetic Travel Demand From Sparse Traces6 cited
    • 2023Public health research using cell phone derived mobility data in sub-Saharan Africa: Ethical issues6 cited