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Human Mobility from theory to practice:Data, Models and Applications
16 references·3 citing·18 second hop
Human Mobility from theory to practice:Data, Models and Applications (2019)Human Mobility from theory to practice:Da…Human mobility: Models and applications (2018)Human mobility: Models and ap…DeepMove (2018)DeepMoveThe TimeGeo modeling framework for urban mobility without travel surveys (2016)The TimeGeo modeling framewor…Predicting the Next Location: A Recurrent Model with Spatial and Temporal Contexts (2016)Predicting the Next Location:…Returners and explorers dichotomy in human mobility (2015)Returners and explorers dicho…A survey of results on mobile phone datasets analysis (2015)A survey of results on mobile…A multi-source dataset of urban life in the city of Milan and the Province of Trentino (2015)A multi-source dataset of urb…Universal predictability of mobility patterns in cities (2014)Universal predictability of m…Unravelling daily human mobility motifs (2013)Unravelling daily human mobil…Approaching the Limit of Predictability in Human Mobility (2013)Approaching the Limit of Pred…Predicting future locations with hidden Markov models (2012)Predicting future locations w…A universal model for mobility and migration patterns (2012)A universal model for mobilit…Modelling the scaling properties of human mobility (2010)Modelling the scaling propert…Limits of Predictability in Human Mobility (2010)Limits of Predictability in H…Understanding individual human mobility patterns (2008)Understanding individual huma…The scaling laws of human travel (2006)The scaling laws of human tra…Modeling Population Mobility Flows: A Hybrid Approach Integrating a Gravity Model and Machine Learning (2024)Modeling Population Mobility …Influence of Socioeconomic Factors on Transit Demand During the COVID-19 Pandemic: A Case Study of Bogotá’s BRT System (2021)Influence of Socioeconomic Fa…A Bibliometric Analysis and Network Visualisation of Human Mobility Studies from 1990 to 2020: Emerging Trends and Future Research Directions (2021)A Bibliometric Analysis and N…Reality mining: sensing complex social systems (2005)Origin–destination trips by purpose and time of day inferred from mobile phone data (2015)The promises of big data and small data for travel behavior (aka human mobility) analysis (2016)The origin of bursts and heavy tails in human dynamics (2005)Growth, innovation, scaling, and the pace of life in cities (2007)Geo-located Twitter as proxy for global mobility patterns (2014)The Strength of Weak Ties (1973)Power-Law Distributions in Empirical Data (2009)Activity-Based Human Mobility Patterns Inferred from Mobile Phone Data: A Case Study of Singapore (2016)Power-law distributions in empirical data (2018)The universal visitation law of human mobility (2021)Friendship and mobility (2011)POI2Vec: Geographical Latent Representation for Predicting Future Visitors (2017)Location Prediction over Sparse User Mobility Traces Using RNNs: Flashback in Hidden States! (2020)The scales of human mobility (2020)A survey on deep learning for human mobility (2023)Predicting Human Mobility via Variational Attention (2019)Learning to Simulate Human Mobility (2020)
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References

  • 2008Understanding individual human mobility patterns6,071 cited
  • 2010Limits of Predictability in Human Mobility3,230 cited
  • 2006The scaling laws of human travel2,207 cited
  • 2012A universal model for mobility and migration patterns1,509 cited
  • 2010Modelling the scaling properties of human mobility1,286 cited
  • 2018Human mobility: Models and applications1,032 cited
  • 2016Predicting the Next Location: A Recurrent Model with Spatial and Temporal Contexts1,014 cited
  • 2018DeepMove714 cited
  • 2015A survey of results on mobile phone datasets analysis652 cited
  • 2013Unravelling daily human mobility motifs584 cited
  • 2015A multi-source dataset of urban life in the city of Milan and the Province of Trentino566 cited
  • 2015Returners and explorers dichotomy in human mobility491 cited
  • 2012Predicting future locations with hidden Markov models384 cited
  • 2013Approaching the Limit of Predictability in Human Mobility381 cited
  • 2016The TimeGeo modeling framework for urban mobility without travel surveys295 cited
  • 2014Universal predictability of mobility patterns in cities

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198 cited

Cited by

  • 2021Influence of Socioeconomic Factors on Transit Demand During the COVID-19 Pandemic: A Case Study of Bogotá’s BRT System12 cited
  • 2024Modeling Population Mobility Flows: A Hybrid Approach Integrating a Gravity Model and Machine Learning11 cited
  • 2021A Bibliometric Analysis and Network Visualisation of Human Mobility Studies from 1990 to 2020: Emerging Trends and Future Research Directions10 cited