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Evaluating mobility models for temporal prediction with high-granularity mobility data
3 references·16 citing·42 second hop
Evaluating mobility models for temporal prediction with high-granularity mobility data (2012)Evaluating mobility models for temporal p…NextPlace: A Spatio-temporal Prediction Framework for Pervasive Systems (2011)NextPlace: A Spatio-temporal …Estimating Origin-Destination Flows Using Mobile Phone Location Data (2011)Estimating Origin-Destination…Understanding individual human mobility patterns (2008)Understanding individual huma…Passive social sensing with smartphones: a systematic review (2022)Passive social sensing with s…Selecting Individual and Population Models for Predicting Human Mobility (2018)Selecting Individual and Popu…A hybrid Markov-based model for human mobility prediction (2017)A hybrid Markov-based model f…Identifying Region-Wide Functions Using Urban Taxicab Trajectories (2016)Identifying Region-Wide Funct…Cluster-aided mobility predictions (2016)Cluster-aided mobility predic…A Large-Scale Study in Predictability of Daily Activities and Places (2016)A Large-Scale Study in Predic…NextMe: Localization Using Cellular Traces in Internet of Things (2015)NextMe: Localization Using Ce…Multi-hop Mobility Prediction (2015)Multi-hop Mobility PredictionRegularity and Predictability of Human Mobility in Personal Space (2014)Regularity and Predictability…Characterizing and modeling people movement from mobile phone sensing traces (2014)Characterizing and modeling p…Adaptive Duty Cycling for Place-Centric Mobility Monitoring using Zero-Cost Information in Smartphone (2014)Adaptive Duty Cycling for Pla…The influence of temporal and spatial features on the performance of next-place prediction algorithms (2013)The influence of temporal and…How long are you staying? (2013)How long are you staying?Patterns, Entropy, and Predictability of Human Mobility and Life (2012)Patterns, Entropy, and Predic…Next Place Prediction using Mobile Data (2012)Next Place Prediction using M…Exploring Periods of Low Predictability in Daily Life Mobility (2012)Exploring Periods of Low Pred…The origin of bursts and heavy tails in human dynamics (2005)The scaling laws of human travel (2006)A universal model for mobility and migration patterns (2012)A Theoretical Foundation for the Gravity Equation. (1979)Real-Time Urban Monitoring Using Cell Phones: A Case Study in Rome (2010)Understanding individual mobility patterns from urban sensing data: A mobile phone trace example (2012)A new insight into land use classification based on aggregated mobile phone data (2014)Development of origin–destination matrices using mobile phone call data (2014)Find me if you can (2010)Limits of Predictability in Human Mobility (2010)Friendship and mobility (2011)Using passive Wi-Fi for community crowd sensing during the COVID-19 pandemic (2023)Reality mining: sensing complex social systems (2005)Predicting human mobility through the assimilation of social media traces into mobility models (2016)The effect of temporal sampling intervals on typical human mobility indicators obtained from mobile phone location data (2019)Understanding Human Mobility Patterns in a Developing Country Using Mobile Phone Data (2019)Towards rich mobile phone datasets: Lausanne data collection campaign (2010)A novel collaborative approach for location prediction in mobile networks (2016)Characterizing user mobility using mobile sensing systems (2017)Understanding crowd density with a smartphone sensing system (2018)Using GPS to learn significant locations and predict movement across multiple users (2003)Predestination: Inferring Destinations from Partial Trajectories (2006)Forecasting urban dynamics with mobility logs by bilinear Poisson regression (2015)Using Twitter for Next-Place Prediction, with an Application to Crime Prediction (2015)NexT: A framework for next-place prediction on location based social networks (2020)Extracting patterns from location history (2011)Next place prediction using mobility Markov chains (2012)Significant Location Detection & Prediction in Cellular Networks using Artificial Neural Networks (2015)MobiDict (2016)Mobile crowd location prediction with hybrid features using ensemble learning (2018)Modelling the scaling properties of human mobility (2010)Mobility Prediction Using a Weighted Markov Model Based on Mobile User Classification (2021)Spatio-Temporal Urban Knowledge Graph Enabled Mobility Prediction (2021)Beyond The Limits of Predictability in Human Mobility Prediction: Context-Transition Predictability (2022)Modelling heterogeneous location habits in human populations for location prediction under data sparsity (2013)D4D-Senegal: The Second Mobile Phone Data for Development Challenge (2014)Modeling Spatio-Temporal App Usage for a Large User Population (2019)Attentional Markov Model for Human Mobility Prediction (2021)On estimating the predictability of human mobility: the role of routine (2021)gSCorr (2012)Interdependence and predictability of human mobility and social interactions (2013)Analyzing large-scale human mobility data: a survey of machine learning methods and applications (2018)
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References

  • 2008Understanding individual human mobility patterns6,071 cited
  • 2011Estimating Origin-Destination Flows Using Mobile Phone Location Data511 cited
  • 2011NextPlace: A Spatio-temporal Prediction Framework for Pervasive Systems277 cited

Cited by

  • 2017A hybrid Markov-based model for human mobility prediction91 cited
  • 2012Patterns, Entropy, and Predictability of Human Mobility and Life83 cited
  • 2013The influence of temporal and spatial features on the performance of next-place prediction algorithms57 cited
  • 2015NextMe: Localization Using Cellular Traces in Internet of Things55 cited
  • 2014Characterizing and modeling people movement from mobile phone sensing traces37 cited
  • 2016Cluster-aided mobility predictions34 cited
  • 2012Next Place Prediction using Mobile Data31 cited
  • 2022Passive social sensing with smartphones: a systematic review29 cited
  • 2014Regularity and Predictability of Human Mobility in Personal Space28 cited
  • 2013How long are you staying?24 cited
  • 2016Identifying Region-Wide Functions Using Urban Taxicab Trajectories23 cited
  • 2018Selecting Individual and Population Models for Predicting Human Mobility

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19 cited
  • 2015Multi-hop Mobility Prediction18 cited
  • 2016A Large-Scale Study in Predictability of Daily Activities and Places18 cited
  • 2012Exploring Periods of Low Predictability in Daily Life Mobility17 cited
  • 2014Adaptive Duty Cycling for Place-Centric Mobility Monitoring using Zero-Cost Information in Smartphone12 cited