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Predicting Human Mobility from Region Functions
12 references·0 citing·45 second hopsampled
Predicting Human Mobility from Region Functions (2016)Predicting Human Mobility from Region Fun…Social context awareness from taxi traces (2015)Social context awareness from…The Places of Our Lives: Visiting Patterns and Automatic Labeling from Longitudinal Smartphone Data (2013)The Places of Our Lives: Visi…Entangled communities and spatial synchronization lead to criticality in urban traffic (2013)Entangled communities and spa…Understanding Road Usage Patterns in Urban Areas (2012)Understanding Road Usage Patt…Mining the semantics of origin-destination flows using taxi traces (2012)Mining the semantics of origi…Land-Use Classification Using Taxi GPS Traces (2012)Land-Use Classification Using…Inferring land use from mobile phone activity (2012)Inferring land use from mobil…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…Characterizing Urban Landscapes Using Geolocated Tweets (2012)Characterizing Urban Landscap…Mobile Landscapes: Using Location Data from Cell Phones for Urban Analysis (2006)Mobile Landscapes: Using Loca…Reality mining: sensing complex social systems (2005)Reality mining: sensing compl…The scaling laws of human travel (2006)Understanding individual human mobility patterns (2008)Limits of Predictability in Human Mobility (2010)A survey of results on mobile phone datasets analysis (2015)Origin–destination trips by purpose and time of day inferred from mobile phone data (2015)Human mobility: Models and applications (2018)Inferring friendship network structure by using mobile phone data (2009)From taxi GPS traces to social and community dynamics (2013)Social Sensing: A New Approach to Understanding Our Socioeconomic Environments (2015)Real-Time Urban Monitoring Using Cell Phones: A Case Study in Rome (2010)Remote Sensing of Urban/Suburban Infrastructure and Socio‐Economic Attributes (2011)Urban computing with taxicabs (2011)Uncovering urban human mobility from large scale taxi GPS data (2015)crowddeliver: Planning City-Wide Package Delivery Paths Leveraging the Crowd of Taxis (2016)Integrating remote sensing and geospatial big data for urban land use mapping: A review (2021)Mapping the world's photos (2009)Tweet, Tweet, Retweet: Conversational Aspects of Retweeting on Twitter (2010)"I'm eating a sandwich in Glasgow" (2011)A new insight into land use classification based on aggregated mobile phone data (2014)Geo-located Twitter as proxy for global mobility patterns (2014)Detection and Resolution of Rumours in Social Media (2018)Official Journal of the European Communities (1984)Me++ (2003)Smart Mobs: The Next Social Revolution (2003)Code/Space (2011)Dynamic population mapping using mobile phone data (2014)Travel demand and the 3Ds: Density, diversity, and design (1997)Urban Computing (2014)The Death and Life of Great American Cities (2015)Natural Scales in Geographical Patterns (2017)Friendship and mobility (2011)A probabilistic kernel method for human mobility prediction with smartphones (2014)Lab And/Or Field? Measuring Personality Processes and Their Social Consequences (2015)Analyzing large-scale human mobility data: a survey of machine learning methods and applications (2018)Elimination of the Travel Diary: Experiment to Derive Trip Purpose from Global Positioning System Travel Data (2001)Using GPS to learn significant locations and predict movement across multiple users (2003)Learning and inferring transportation routines (2007)Computational Social Science (2009)Smart cities of the future (2012)Driving with knowledge from the physical world (2011)Measuring social functions of city regions from large-scale taxi behaviors (2011)Modeling User Activity Preference by Leveraging User Spatial Temporal Characteristics in LBSNs (2014)Sensing spatial distribution of urban land use by integrating points-of-interest and Google Word2Vec model (2016)A literature survey on smart cities (2015)Understanding Human Mobility from Twitter (2015)
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References

  • 2005Reality mining: sensing complex social systems2,790 cited
  • 2012Discovering regions of different functions in a city using human mobility and POIs1,151 cited
  • 2006Mobile Landscapes: Using Location Data from Cell Phones for Urban Analysis888 cited
  • 2012Understanding Road Usage Patterns in Urban Areas378 cited
  • 2012Inferring land use from mobile phone activity313 cited
  • 2012Land-Use Classification Using Taxi GPS Traces297 cited
  • 2012Collective Human Mobility Pattern from Taxi Trips in Urban Area213 cited
  • 2012Characterizing Urban Landscapes Using Geolocated Tweets202 cited
  • 2013The Places of Our Lives: Visiting Patterns and Automatic Labeling from Longitudinal Smartphone Data104 cited
  • 2012Mining the semantics of origin-destination flows using taxi traces59 cited
  • 2013Entangled communities and spatial synchronization lead to criticality in urban traffic39 cited
  • 2015Social context awareness from taxi traces6 cited

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