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Discovering Latent Semantic Structure in Human Mobility Traces
14 references·0 citing·29 second hop
Discovering Latent Semantic Structure in Human Mobility Traces (2015)Discovering Latent Semantic Structure in …Temporal decomposition and semantic \nenrichment of mobility flows (2013)Temporal decomposition and se…The Mobile Data Challenge: Big Data for Mobile Computing Research (2012)The Mobile Data Challenge: Bi…PnLUM : System for Prediction of Next Location for Users with Mobility (2012)PnLUM : System for Prediction…Periodicity Based Next Place Prediction (2012)Periodicity Based Next Place …Next place prediction using mobility Markov chains (2012)Next place prediction using m…Been There, Done That: What Your Mobility Traces Reveal about Your Behavior (2012)Been There, Done That: What Y…Been There, Done That: What Your Mobility Traces Reveal about Your Behavior Nokia Mobile Data Challenge - Next Place Prediction (2012)Been There, Done That: What Y…n-Gram Geo-trace Modeling (2011)n-Gram Geo-trace ModelingDiscovering routines from large-scale human locations using probabilistic topic models (2011)Discovering routines from lar…Limits of Predictability in Human Mobility (2010)Limits of Predictability in H…Eigenbehaviors: identifying structure in routine (2009)Eigenbehaviors: identifying s…Understanding mobility based on GPS data (2008)Understanding mobility based …Understanding individual human mobility patterns (2008)Understanding individual huma…Reality mining: sensing complex social systems (2005)Reality mining: sensing compl…Inferring friendship network structure by using mobile phone data (2009)Find me if you can (2010)Predicting future locations with hidden Markov models (2012)Measuring Large-Scale Social Networks with High Resolution (2014)A survey on deep learning for human mobility (2023)Using GPS to learn significant locations and predict movement across multiple users (2003)Data fusion (2009)The Routineness of Routines: Measuring Rhythms of Media Interaction (2013)Zero Trust Architecture (ZTA): A Comprehensive Survey (2022)The origin of bursts and heavy tails in human dynamics (2005)The scaling laws of human travel (2006)Friendship and mobility (2011)A universal model for mobility and migration patterns (2012)Inferring High-Level Behavior from Low-Level Sensors (2003)From taxi GPS traces to social and community dynamics (2013)A Generative Model of Urban Activities from Cellular Data (2017)Discovering themes and trends in transportation research using topic modeling (2017)Learning and inferring transportation routines (2007)Human mobility: Models and applications (2018)Approaching the Limit of Predictability in Human Mobility (2013)Understanding Human Mobility from Twitter (2015)Modelling the scaling properties of human mobility (2010)Where Will You Go? Mobile Data Mining for Next Place Prediction (2013)Location choice with longitudinal WiFi data (2016)Mobile crowd location prediction with hybrid features using ensemble learning (2018)Social signal processing: Survey of an emerging domain (2008)Bridging the gap between physical location and online social networks (2010)Predictability of population displacement after the 2010 Haiti earthquake (2012)A survey of results on mobile phone datasets analysis (2015)
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References

  • 2008Understanding individual human mobility patterns6,071 cited
  • 2010Limits of Predictability in Human Mobility3,230 cited
  • 2005Reality mining: sensing complex social systems2,771 cited
  • 2008Understanding mobility based on GPS data1,131 cited
  • 2012Next place prediction using mobility Markov chains555 cited
  • 2009Eigenbehaviors: identifying structure in routine504 cited
  • 2012The Mobile Data Challenge: Big Data for Mobile Computing Research429 cited
  • 2011Discovering routines from large-scale human locations using probabilistic topic models244 cited
  • 2011n-Gram Geo-trace Modeling47 cited
  • 2012Been There, Done That: What Your Mobility Traces Reveal about Your Behavior42 cited
  • 2013Temporal decomposition and semantic \nenrichment of mobility flows35 cited
  • 2012Periodicity Based Next Place Prediction32 cited
  • 2012PnLUM : System for Prediction of Next Location for Users with Mobility29 cited
  • 2012Been There, Done That: What Your Mobility Traces Reveal about Your Behavior Nokia Mobile Data Challenge - Next Place Prediction18 cited

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