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Learning Latent Factor Models of Travel Data for Travel Prediction and Analysis
15 references·0 citing·35 second hop
Learning Latent Factor Models of Travel Data for Travel Prediction and Analysis (2014)Learning Latent Factor Models of Travel D…Discovering regions of different functions in a city using human mobility and POIs (2012)Discovering regions of differ…Collective Human Mobility Pattern from Taxi Trips in Urban Area (2012)Collective Human Mobility Pat…Opportunities exist (2011)Opportunities existFriendship and mobility (2011)Friendship and mobilityEstimating Origin-Destination Flows Using Mobile Phone Location Data (2011)Estimating Origin-Destination…Travel route recommendation using geotags in photo sharing sites (2010)Travel route recommendation u…The Geography of Taste: Analyzing Cell-Phone Mobility and Social Events (2010)The Geography of Taste: Analy…Image sequence geolocation with human travel priors (2009)Image sequence geolocation wi…Understanding individual human mobility patterns (2008)Understanding individual huma…Leveraging explicitly disclosed location information to understand tourist dynamics: a case study (2008)Leveraging explicitly disclos…Digital Footprinting: Uncovering Tourists with User-Generated Content (2008)Digital Footprinting: Uncover…The scaling laws of human travel (2006)The scaling laws of human tra…Mobility Detection Using Everyday GSM Traces (2006)Mobility Detection Using Ever…Reality mining: sensing complex social systems (2005)Reality mining: sensing compl…Inferring High-Level Behavior from Low-Level Sensors (2003)Inferring High-Level Behavior…Mobile Landscapes: Using Location Data from Cell Phones for Urban Analysis (2006)Activity-Aware Map: Identifying Human Daily Activity Pattern Using Mobile Phone Data (2010)A Tale of One City: Using Cellular Network Data for Urban Planning (2011)From taxi GPS traces to social and community dynamics (2013)The origin of bursts and heavy tails in human dynamics (2005)Limits of Predictability in Human Mobility (2010)A universal model for mobility and migration patterns (2012)A Theoretical Foundation for the Gravity Equation. (1979)Real-Time Urban Monitoring Using Cell Phones: A Case Study in Rome (2010)Understanding individual mobility patterns from urban sensing data: A mobile phone trace example (2012)A new insight into land use classification based on aggregated mobile phone data (2014)Development of origin–destination matrices using mobile phone call data (2014)Using GPS to learn significant locations and predict movement across multiple users (2003)Predestination: Inferring Destinations from Partial Trajectories (2006)Mapping the world's photos (2009)Mining Travel Patterns from Geotagged Photos (2012)Exploring the travel behaviors of inbound tourists to Hong Kong using geotagged photos (2014)LORE (2014)Birds of a Feather: Homophily in Social Networks (2001)Power-Law Distributions in Empirical Data (2009)Modeling User Activity Preference by Leveraging User Spatial Temporal Characteristics in LBSNs (2014)Predicting the Next Location: A Recurrent Model with Spatial and Temporal Contexts (2016)DeepMove (2018)Power-law distributions in empirical data (2018)Learning and inferring transportation routines (2007)Social signal processing: Survey of an emerging domain (2008)Inferring friendship network structure by using mobile phone data (2009)Learning transportation mode from raw gps data for geographic applications on the web (2008)Eigenbehaviors: identifying structure in routine (2009)Understanding transportation modes based on GPS data for web applications (2010)Urban cycles and mobility patterns: Exploring and predicting trends in a bicycle-based public transport system (2010)User-Generated Content as a Research Mode in Tourism and Hospitality Applications: Topics, Methods, and Software (2014)Activity-Based Human Mobility Patterns Inferred from Mobile Phone Data: A Case Study of Singapore (2016)Methodologies for Cross-Domain Data Fusion: An Overview (2015)Extracting urban functional regions from points of interest and human activities on location‐based social networks (2017)
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References

  • 2008Understanding individual human mobility patterns6,071 cited
  • 2011Friendship and mobility2,912 cited
  • 2005Reality mining: sensing complex social systems2,771 cited
  • 2006The scaling laws of human travel2,207 cited
  • 2012Discovering regions of different functions in a city using human mobility and POIs1,136 cited
  • 2003Inferring High-Level Behavior from Low-Level Sensors521 cited
  • 2011Estimating Origin-Destination Flows Using Mobile Phone Location Data511 cited
  • 2008Digital Footprinting: Uncovering Tourists with User-Generated Content470 cited
  • 2010Travel route recommendation using geotags in photo sharing sites319 cited
  • 2010The Geography of Taste: Analyzing Cell-Phone Mobility and Social Events280 cited
  • 2006Mobility Detection Using Everyday GSM Traces277 cited
  • 2012Collective Human Mobility Pattern from Taxi Trips in Urban Area206 cited
  • 2008Leveraging explicitly disclosed location information to understand tourist dynamics: a case study154 cited
  • 2009Image sequence geolocation with human travel priors147 cited
  • 2011Opportunities exist29 cited

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