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Multi-hop Mobility Prediction
13 references·0 citing·38 second hopsampled
Multi-hop Mobility Prediction (2015)Multi-hop Mobility PredictionSupporting Serendipitous Social Interaction Using Human Mobility Prediction (2015)Supporting Serendipitous Soci…Exploiting machine learning techniques for location recognition and prediction with smartphone logs (2015)Exploiting machine learning t…The influence of temporal and spatial features on the performance of next-place prediction algorithms (2013)The influence of temporal and…Modelling heterogeneous location habits in human populations for location prediction under data sparsity (2013)Modelling heterogeneous locat…Mining GPS data for mobility patterns: A survey (2013)Mining GPS data for mobility …Predicting Mobile Phone User Locations by Exploiting Collective Behavioral Patterns (2012)Predicting Mobile Phone User …Predicting future locations with hidden Markov models (2012)Predicting future locations w…Mining User Mobility Features for Next Place Prediction in Location-Based Services (2012)Mining User Mobility Features…Evaluating mobility models for temporal prediction with high-granularity mobility data (2012)Evaluating mobility models fo…Contextual conditional models for smartphone-based human mobility prediction (2012)Contextual conditional models…NextPlace: A Spatio-temporal Prediction Framework for Pervasive Systems (2011)NextPlace: A Spatio-temporal …Trip destination prediction based on past GPS log using a Hidden Markov Model (2010)Trip destination prediction b…Predestination: Inferring Destinations from Partial Trajectories (2006)Predestination: Inferring Des…Understanding individual human mobility patterns (2008)Understanding mobility based on GPS data (2008)Next place prediction using mobility Markov chains (2012)Big Data Driven Hidden Markov Model Based Individual Mobility Prediction at Points of Interest (2016)GMove (2016)Location Prediction over Sparse User Mobility Traces Using RNNs: Flashback in Hidden States! (2020)Estimating Origin-Destination Flows Using Mobile Phone Location Data (2011)Patterns, Entropy, and Predictability of Human Mobility and Life (2012)A hybrid Markov-based model for human mobility prediction (2017)Reality mining: sensing complex social systems (2005)Limits of Predictability in Human Mobility (2010)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)Inferring High-Level Behavior from Low-Level Sensors (2003)Using GPS to learn significant locations and predict movement across multiple users (2003)Learning and inferring transportation routines (2007)Trip destination prediction based on multi-day GPS data (2018)Power-Law Distributions in Empirical Data (2009)Friendship and mobility (2011)SoCoMo marketing for travel and tourism: Empowering co-creation of value (2015)A Survey of Location Prediction on Twitter (2018)Power-law distributions in empirical data (2018)Revisiting User Mobility and Social Relationships in LBSNs: A Hypergraph Embedding Approach (2019)Summary of Travel Trends 2001 National Household Travel Survey (2005)Mining Individual Life Pattern Based on Location History (2009)Travel route recommendation using geotags in photo sharing sites (2010)From big smartphone data to worldwide research: The Mobile Data Challenge (2013)A probabilistic kernel method for human mobility prediction with smartphones (2014)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)Comparative analysis of models and performance indicators for optimal service facility location (2020)LSTM-Based Deep Learning Model for Predicting Individual Mobility Traces of Short-Term Foreign Tourists (2020)Outdoor life in dementia: How predictable are people with dementia in their mobility? (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

  • 2006Predestination: Inferring Destinations from Partial Trajectories464 cited
  • 2012Predicting future locations with hidden Markov models384 cited
  • 2012Mining User Mobility Features for Next Place Prediction in Location-Based Services336 cited
  • 2011NextPlace: A Spatio-temporal Prediction Framework for Pervasive Systems277 cited
  • 2013Mining GPS data for mobility patterns: A survey159 cited
  • 2010Trip destination prediction based on past GPS log using a Hidden Markov Model127 cited
  • 2012Contextual conditional models for smartphone-based human mobility prediction113 cited
  • 2012Evaluating mobility models for temporal prediction with high-granularity mobility data90 cited
  • 2015Exploiting machine learning techniques for location recognition and prediction with smartphone logs79 cited
  • 2013The influence of temporal and spatial features on the performance of next-place prediction algorithms57 cited
  • 2013Modelling heterogeneous location habits in human populations for location prediction under data sparsity41 cited
  • 2015Supporting Serendipitous Social Interaction Using Human Mobility Prediction32 cited
  • 2012Predicting Mobile Phone User Locations by Exploiting Collective Behavioral Patterns29 cited

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