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NCF: A Neural Context Fusion Approach to Raw Mobility Annotation
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NCF: A Neural Context Fusion Approach to Raw Mobility Annotation (2020)NCF: A Neural Context Fusion Approach to …Human mobility: Models and applications (2018)Human mobility: Models and ap…DeepMove (2018)DeepMovePRED (2017)PREDPoint-of-Interest Demand Modeling with Human Mobility Patterns (2017)Point-of-Interest Demand Mode…Clustering Weekly Patterns of Human Mobility Through Mobile Phone Data (2017)Clustering Weekly Patterns of…Rebalancing Bike Sharing Systems (2016)Rebalancing Bike Sharing Syst…Predicting the Next Location: A Recurrent Model with Spatial and Temporal Contexts (2016)Predicting the Next Location:…GMove (2016)GMoveActivity-Based Human Mobility Patterns Inferred from Mobile Phone Data: A Case Study of Singapore (2016)Activity-Based Human Mobility…Modeling User Activity Preference by Leveraging User Spatial Temporal Characteristics in LBSNs (2014)Modeling User Activity Prefer…Discovering Urban Functional Zones Using Latent Activity Trajectories (2014)Discovering Urban Functional …Learning to rank for spatiotemporal search (2013)Learning to rank for spatiote…Exploring temporal effects for location recommendation on location-based social networks (2013)Exploring temporal effects fo…Urban computing with taxicabs (2011)Urban computing with taxicabsLimits of Predictability in Human Mobility (2010)Limits of Predictability in H…Understanding individual human mobility patterns (2008)Understanding individual huma…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)Friendship and mobility (2011)Exploring the capacity of social media data for modelling travel behaviour: Opportunities and challenges (2016)Location-based advertising on mobile devices (2016)A Neural Network Approach to Jointly Modeling Social Networks and Mobile Trajectories (2017)An Empirical Study of Geographic User Activity Patterns in Foursquare (2021)Exploring Millions of Footprints in Location Sharing Services (2021)Reality mining: sensing complex social systems (2005)Modelling the scaling properties of human mobility (2010)Map projections: A working manual (1987)Discovering regions of different functions in a city using human mobility and POIs (2012)Methodologies for Cross-Domain Data Fusion: An Overview (2015)Regularity and Conformity (2015)The Livehoods Project: Utilizing Social Media to Understand the Dynamics of a City (2021)Urban function classification at road segment level using taxi trajectory data: A graph convolutional neural network approach (2021)WHAT ABOUT PEOPLE IN REGIONAL SCIENCE? (1970)Travel and the Built Environment (2010)On data processing required to derive mobility patterns from passively-generated mobile phone data (2017)Human mobility and socioeconomic status: Analysis of Singapore and Boston (2018)Measuring inequality in community resilience to natural disasters using large-scale mobility data (2021)Power-Law Distributions in Empirical Data (2009)Power-law distributions in empirical data (2018)The scales of human mobility (2020)The universal visitation law of human mobility (2021)Participatory Cultural Mapping Based on Collective Behavior Data in Location-Based Social Networks (2016)Revisiting User Mobility and Social Relationships in LBSNs: A Hypergraph Embedding Approach (2019)A survey on deep learning for human mobility (2023)Understanding intra-urban trip patterns from taxi trajectory data (2012)Revealing travel patterns and city structure with taxi trip data (2015)POI2Vec: Geographical Latent Representation for Predicting Future Visitors (2017)Location Prediction over Sparse User Mobility Traces Using RNNs: Flashback in Hidden States! (2020)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
  • 2018Human mobility: Models and applications1,032 cited
  • 2016Predicting the Next Location: A Recurrent Model with Spatial and Temporal Contexts1,014 cited
  • 2014Modeling User Activity Preference by Leveraging User Spatial Temporal Characteristics in LBSNs857 cited
  • 2018DeepMove714 cited
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  • 2013Exploring temporal effects for location recommendation on location-based social networks522 cited
  • 2016Activity-Based Human Mobility Patterns Inferred from Mobile Phone Data: A Case Study of Singapore472 cited
  • 2014Discovering Urban Functional Zones Using Latent Activity Trajectories413 cited
  • 2016Rebalancing Bike Sharing Systems194 cited
  • 2016GMove158 cited
  • 2013Learning to rank for spatiotemporal search104 cited
  • 2017Clustering Weekly Patterns of Human Mobility Through Mobile Phone Data85 cited
  • 2017Point-of-Interest Demand Modeling with Human Mobility Patterns78 cited
  • 2017PRED

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