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Limits of Predictability in Human Mobility
4 references·16 citing·28 second hop
Limits of Predictability in Human Mobility (2010)Limits of Predictability in Human MobilityUnderstanding individual human mobility patterns (2008)Understanding individual huma…The scaling laws of human travel (2006)The scaling laws of human tra…The origin of bursts and heavy tails in human dynamics (2005)The origin of bursts and heav…Reality mining: sensing complex social systems (2005)Reality mining: sensing compl…Social physics (2022)Social physicsExploring Millions of Footprints in Location Sharing Services (2021)Exploring Millions of Footpri…Human mobility: Models and applications (2018)Human mobility: Models and ap…DeepMove (2018)DeepMoveUnderstanding Human Mobility from Twitter (2015)Understanding Human Mobility …Returners and explorers dichotomy in human mobility (2015)Returners and explorers dicho…Origin–destination trips by purpose and time of day inferred from mobile phone data (2015)Origin–destination trips by p…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…Dynamic population mapping using mobile phone data (2014)Dynamic population mapping us…Unravelling daily human mobility motifs (2013)Unravelling daily human mobil…Predictability of population displacement after the 2010 Haiti earthquake (2012)Predictability of population …Next place prediction using mobility Markov chains (2012)Next place prediction using m…A universal model for mobility and migration patterns (2012)A universal model for mobilit…Friendship and mobility (2011)Friendship and mobilityModelling the scaling properties of human mobility (2010)Modelling the scaling propert…The magical number seven, plus or minus two: Some limits on our capacity for processing information. (1956)The Single Server Queue (1983)The magical number seven, plus or minus two: Some limits on our capacity for processing information. (1994)Robust dynamic classes revealed by measuring the response function of a social system (2008)Supply network disruption and resilience: A network structural perspective (2014)A Brief History of Generative Models for Power Law and Lognormal Distributions (2004)Computational Social Science (2009)Human development report 2015: work for human development (2015)Predicting poverty and wealth from mobile phone metadata (2015)MODELING THE CHOICE OF RESIDENTIAL LOCATION (1978)Growth, innovation, scaling, and the pace of life in cities (2007)Geo-located Twitter as proxy for global mobility patterns (2014)Birds of a Feather: Homophily in Social Networks (2001)Power-Law Distributions in Empirical Data (2009)Modeling User Activity Preference by Leveraging User Spatial Temporal Characteristics in LBSNs (2014)Power-law distributions in empirical data (2018)A general theory of bibliometric and other cumulative advantage processes (1976)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)Social Signal Processing (2017)Predicting the Next Location: A Recurrent Model with Spatial and Temporal Contexts (2016)Predicting Human Mobility via Variational Attention (2019)Learning to Simulate Human Mobility (2020)The scales of human mobility (2020)The universal visitation law of human mobility (2021)A survey on deep learning for human mobility (2023)
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References

  • 2008Understanding individual human mobility patterns6,071 cited
  • 2005Reality mining: sensing complex social systems2,771 cited
  • 2005The origin of bursts and heavy tails in human dynamics2,260 cited
  • 2006The scaling laws of human travel2,207 cited

Cited by

  • 2011Friendship and mobility2,912 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
  • 2014Dynamic population mapping using mobile phone data908 cited
  • 2018DeepMove714 cited
  • 2021Exploring Millions of Footprints in Location Sharing Services685 cited
  • 2015A survey of results on mobile phone datasets analysis652 cited
  • 2022Social physics649 cited
  • 2015Origin–destination trips by purpose and time of day inferred from mobile phone data637 cited
  • 2012Predictability of population displacement after the 2010 Haiti earthquake633 cited
  • 2013Unravelling daily human mobility motifs

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584 cited
  • 2015A multi-source dataset of urban life in the city of Milan and the Province of Trentino566 cited
  • 2015Understanding Human Mobility from Twitter558 cited
  • 2012Next place prediction using mobility Markov chains555 cited
  • 2015Returners and explorers dichotomy in human mobility491 cited