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A survey on predicting personal mobility
12 references·3 citing·37 second hop
A survey on predicting personal mobility (2012)A survey on predicting personal mobilityNextPlace: A Spatio-temporal Prediction Framework for Pervasive Systems (2011)NextPlace: A Spatio-temporal …Jyotish: A novel framework for constructing predictive model of people movement from joint Wifi/Bluetooth trace (2011)Jyotish: A novel framework fo…Social sensing for epidemiological behavior change (2010)Social sensing for epidemiolo…Limits of Predictability in Human Mobility (2010)Limits of Predictability in H…Human mobility prediction based on individual and collective geographical preferences (2010)Human mobility prediction bas…The commodification of location (2009)The commodification of locati…Location Segmentation, Inference and Prediction for Anticipatory Computing. (2009)Location Segmentation, Infere…Eigenbehaviors: identifying structure in routine (2009)Eigenbehaviors: identifying s…Awareness and Repartee: Sharing location on the go (2008)Awareness and Repartee: Shari…Predestination: Inferring Destinations from Partial Trajectories (2006)Predestination: Inferring Des…Using GPS to learn significant locations and predict movement across multiple users (2003)Using GPS to learn significan…Learning significant locations and predicting user movement with GPS (2003)Learning significant location…Trajectory test-train overlap in next-location prediction datasets (2023)Trajectory test-train overlap…Deep Learning for Human Mobility: a Survey on Data and Models. (2020)Deep Learning for Human Mobil…ARCS-Assisted Teaching Robots Based on Anticipatory Computing and Emotional Big Data for Improving Sustainable Learning Efficiency and Motivation (2020)ARCS-Assisted Teaching Robots…Reality mining: sensing complex social systems (2005)The origin of bursts and heavy tails in human dynamics (2005)Understanding individual human mobility patterns (2008)Modelling the scaling properties of human mobility (2010)Friendship and mobility (2011)A universal model for mobility and migration patterns (2012)The Museum Wearable: real-time sensor-driven understanding of visitors' interests for personalized visually-augmented museum experiences (2002)Understanding mobility based on GPS data (2008)Mobility profiler: A framework for discovering mobility profiles of cell phone users (2010)Characterizing and modeling people movement from mobile phone sensing traces (2014)Spatio-temporal facility utilization analysis from exhaustive WiFi monitoring (2014)Alighting stop determination using two-step algorithms in bus transit systems (2019)Summary of Travel Trends 2001 National Household Travel Survey (2005)Learning and inferring transportation routines (2007)Mining Individual Life Pattern Based on Location History (2009)Travel route recommendation using geotags in photo sharing sites (2010)Elimination of the Travel Diary: Experiment to Derive Trip Purpose from Global Positioning System Travel Data (2001)Discovering personally meaningful places (2007)Analysis of human mobility patterns from GPS trajectories and contextual information (2015)A survey on deep learning for human mobility (2023)Dynamic spread of happiness in a large social network: longitudinal analysis over 20 years in the Framingham Heart Study (2008)Computational Social Science (2009)New Approaches to Human Mobility: Using Mobile Phones for Demographic Research (2012)Mood Prediction of Patients With Mood Disorders by Machine Learning Using Passive Digital Phenotypes Based on the Circadian Rhythm: Prospective Observational Cohort Study (2019)Measuring objective and subjective well-being: dimensions and data sources (2020)Using Google Location History data to quantify fine-scale human mobility (2018)A hierarchical temporal attention-based LSTM encoder-decoder model for individual mobility prediction (2020)Future directions in human mobility science (2023)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)I'm the mayor of my house (2011)Tweets from Justin Bieber's heart (2011)Research Note —Effects of Individual Self-Protection, Industry Self-Regulation, and Government Regulation on Privacy Concerns: A Study of Location-Based Services (2012)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

  • 2010Limits of Predictability in Human Mobility3,230 cited
  • 2003Using GPS to learn significant locations and predict movement across multiple users1,060 cited
  • 2009Eigenbehaviors: identifying structure in routine504 cited
  • 2006Predestination: Inferring Destinations from Partial Trajectories464 cited
  • 2003Learning significant locations and predicting user movement with GPS334 cited
  • 2011NextPlace: A Spatio-temporal Prediction Framework for Pervasive Systems277 cited
  • 2010Social sensing for epidemiological behavior change219 cited
  • 2010Human mobility prediction based on individual and collective geographical preferences133 cited
  • 2008Awareness and Repartee: Sharing location on the go124 cited
  • 2011Jyotish: A novel framework for constructing predictive model of people movement from joint Wifi/Bluetooth trace71 cited
  • 2009The commodification of location55 cited
  • 2009Location Segmentation, Inference and Prediction for Anticipatory Computing.28 cited

Cited by

  • 2020ARCS-Assisted Teaching Robots Based on Anticipatory Computing and Emotional Big Data for Improving Sustainable Learning Efficiency and Motivation60 cited
  • 2020Deep Learning for Human Mobility: a Survey on Data and Models.20 cited

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  • 2023Trajectory test-train overlap in next-location prediction datasets6 cited