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Motion Based Inference of Social Circles via Self-Attention and Contextualized Embedding
16 references·0 citing·32 second hop
Motion Based Inference of Social Circles via Self-Attention and Contextualized Embedding (2019)Motion Based Inference of Social Circles …Predicting Human Mobility via Variational Attention (2019)Predicting Human Mobility via…Inferring Online Social Ties from Offline Geographical Activities (2019)Inferring Online Social Ties …Trajectory-User Linking via Variational AutoEncoder (2018)Trajectory-User Linking via V…Trajectory-based social circle inference (2018)Trajectory-based social circl…DeepMove (2018)DeepMoveSpatio-temporal prediction of social connections (2017)Spatio-temporal prediction of…Inferring Demographics and Social Networks of Mobile Device Users on Campus From AP-Trajectories (2017)Inferring Demographics and So…From Footprint to Friendship (2017)From Footprint to FriendshipA Neural Network Approach to Jointly Modeling Social Networks and Mobile Trajectories (2017)A Neural Network Approach to …Minimizing User Involvement for Learning Human Mobility Patterns from Location Traces (2016)Minimizing User Involvement f…Where You Go Reveals Who You Know (2015)Where You Go Reveals Who You …PGT: Measuring Mobility Relationship Using Personal, Global and Temporal Factors (2014)PGT: Measuring Mobility Relat…Friendship and mobility (2011)Friendship and mobilityLimits of Predictability in Human Mobility (2010)Limits of Predictability in H…Understanding 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)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)Inferring friendship network structure by using mobile phone data (2009)Inferring social ties from geographic coincidences (2010)Distance and Friendship: A Distance-Based Model for Link Prediction in Social Networks (2015)Inferring Friendship from Check-in Data of Location-Based Social Networks (2015)Location-Based Social Network Data Generation Based on Patterns of Life (2020)A Theoretical Perspective (2000)L�vy walk patterns in the foraging movements of spider monkeys (Ateles geoffroyi) (2004)Birds of a Feather: Homophily in Social Networks (2001)Power-Law Distributions in Empirical Data (2009)Natural Scales in Geographical Patterns (2017)Power-law distributions in empirical data (2018)Exploring temporal effects for location recommendation on location-based social networks (2013)Predicting the Next Location: A Recurrent Model with Spatial and Temporal Contexts (2016)Predicting Activity and Location with Multi-task Context Aware Recurrent Neural Network (2018)Understanding mobility based on GPS data (2008)GMove (2016)DeepTrip (2019)Self-supervised human mobility learning for next location prediction and trajectory classification (2021)Modeling User Activity Preference by Leveraging User Spatial Temporal Characteristics in LBSNs (2014)Mobility Prediction Using a Weighted Markov Model Based on Mobile User Classification (2021)A Survey on Deep Learning for Human Mobility (2021)Dynamic and Multi-faceted Spatio-temporal Deep Learning for Traffic Speed Forecasting (2021)A survey on deep learning for human mobility (2023)Contextual spatio-temporal graph representation learning for reinforced human mobility mining (2022)Towards explainable traffic flow prediction with large language models (2024)
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References

  • 2008Understanding individual human mobility patterns6,185 cited
  • 2010Limits of Predictability in Human Mobility3,282 cited
  • 2011Friendship and mobility2,972 cited
  • 2006The scaling laws of human travel2,224 cited
  • 2018DeepMove752 cited
  • 2017A Neural Network Approach to Jointly Modeling Social Networks and Mobile Trajectories157 cited
  • 2018Trajectory-User Linking via Variational AutoEncoder121 cited
  • 2019Predicting Human Mobility via Variational Attention121 cited
  • 2014PGT: Measuring Mobility Relationship Using Personal, Global and Temporal Factors89 cited
  • 2018Trajectory-based social circle inference36 cited
  • 2015Where You Go Reveals Who You Know28 cited
  • 2017Inferring Demographics and Social Networks of Mobile Device Users on Campus From AP-Trajectories21 cited
  • 2016Minimizing User Involvement for Learning Human Mobility Patterns from Location Traces11 cited
  • 2017From Footprint to Friendship11 cited
  • 2017Spatio-temporal prediction of social connections11 cited
  • 2019Inferring Online Social Ties from Offline Geographical Activities

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