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A New Individual Mobility Prediction Model Applicable to Both Ordinary Conditions and Large Crowding Events
16 references·0 citing·27 second hop
A New Individual Mobility Prediction Model Applicable to Both Ordinary Conditions and Large Crowding Events (2023)A New Individual Mobility Prediction Mode…Modeling real-time human mobility based on mobile phone and transportation data fusion (2018)Modeling real-time human mobi…Individual mobility prediction using transit smart card data (2018)Individual mobility predictio…Universal model of individual and population mobility on diverse spatial scales (2017)Universal model of individual…Spatio-Temporal Analysis of Passenger Travel Patterns in Massive Smart Card Data (2017)Spatio-Temporal Analysis of P…Inferring patterns in the multi-week activity sequences of public transport users (2016)Inferring patterns in the mul…Universal predictability of mobility patterns in cities (2014)Universal predictability of m…Geo-located Twitter as proxy for global mobility patterns (2014)Geo-located Twitter as proxy …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…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…Modelling the scaling properties of human mobility (2010)Modelling the scaling propert…Limits of Predictability in Human Mobility (2010)Limits of Predictability in H…Eigenbehaviors: identifying structure in routine (2009)Eigenbehaviors: identifying s…Understanding individual human mobility patterns (2008)Understanding individual huma…The scaling laws of human travel (2006)The scaling laws of human tra…Predestination: Inferring Destinations from Partial Trajectories (2006)Understanding mobility based on GPS data (2008)Understanding Human Mobility from Twitter (2015)DeepMove (2018)Power-Law Distributions in Empirical Data (2009)Dynamic population mapping using mobile phone data (2014)A survey of results on mobile phone datasets analysis (2015)Big Data for Development: A Review of Promises and Challenges (2015)Power-law distributions in empirical data (2018)The origin of bursts and heavy tails in human dynamics (2005)Modeling bursts and heavy tails in human dynamics (2006)Computational Social Science (2009)Simulating dynamical features of escape panic (2000)Reality mining: sensing complex social systems (2005)A universal model for mobility and migration patterns (2012)Smart cities of the future (2012)The Age of Migration (1998)Friendship and mobility (2011)A multi-source dataset of urban life in the city of Milan and the Province of Trentino (2015)A Theoretical Perspective (2000)L�vy walk patterns in the foraging movements of spider monkeys (Ateles geoffroyi) (2004)Using GPS to learn significant locations and predict movement across multiple users (2003)Learning and inferring transportation routines (2007)GMove (2016)Location Prediction over Sparse User Mobility Traces Using RNNs: Flashback in Hidden States! (2020)Human mobility: Models and applications (2018)Natural Scales in Geographical Patterns (2017)
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References

  • 2008Understanding individual human mobility patterns6,185 cited
  • 2010Limits of Predictability in Human Mobility3,282 cited
  • 2006The scaling laws of human travel2,224 cited
  • 2010Modelling the scaling properties of human mobility1,304 cited
  • 2014Geo-located Twitter as proxy for global mobility patterns696 cited
  • 2012Predictability of population displacement after the 2010 Haiti earthquake633 cited
  • 2012Next place prediction using mobility Markov chains560 cited
  • 2009Eigenbehaviors: identifying structure in routine504 cited
  • 2013Approaching the Limit of Predictability in Human Mobility392 cited
  • 2012Predicting future locations with hidden Markov models390 cited
  • 2017Universal model of individual and population mobility on diverse spatial scales254 cited
  • 2016Inferring patterns in the multi-week activity sequences of public transport users208 cited
  • 2014Universal predictability of mobility patterns in cities202 cited
  • 2017Spatio-Temporal Analysis of Passenger Travel Patterns in Massive Smart Card Data197 cited
  • 2018Modeling real-time human mobility based on mobile phone and transportation data fusion150 cited

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  • 2018Individual mobility prediction using transit smart card data140 cited
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