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The Impact of Scale on Extracting Individual Mobility Patterns from Location-Based Social Media
16 references·0 citing·47 second hop
The Impact of Scale on Extracting Individual Mobility Patterns from Location-Based Social Media (2024)The Impact of Scale on Extracting Individ…Social Media data: Challenges, opportunities and limitations in urban studies (2018)Social Media data: Challenges…Human mobility: Models and applications (2018)Human mobility: Models and ap…Social Sensing: A New Approach to Understanding Our Socioeconomic Environments (2015)Social Sensing: A New Approac…A new insight into land use classification based on aggregated mobile phone data (2014)A new insight into land use c…Understanding urban human activity and mobility patterns using large-scale location-based data from online social media (2013)Understanding urban human act…Approaching the Limit of Predictability in Human Mobility (2013)Approaching the Limit of Pred…Urban land uses and traffic ‘source-sink areas’: Evidence from GPS-enabled taxi data in Shanghai (2012)Urban land uses and traffic ‘…Predicting future locations with hidden Markov models (2012)Predicting future locations w…The convergence of GIS and social media: challenges for GIScience (2011)The convergence of GIS and so…Modelling the scaling properties of human mobility (2010)Modelling the scaling propert…Measuring segregation: an activity space approach (2010)Measuring segregation: an act…Limits of Predictability in Human Mobility (2010)Limits of Predictability in H…Space‐Time and Integral Measures of Individual Accessibility: A Comparative Analysis Using a Point‐based Framework (1998)Space‐Time and Integral Measu…The modifiable areal unit problem and implications for landscape ecology (1996)The modifiable areal unit pro…On the Issues of Scale, Resolution, and Fractal Analysis in the Mapping Sciences* (1992)On the Issues of Scale, Resol…What about people in Regional Science? (1970)What about people in Regional…Reality mining: sensing complex social systems (2005)The origin of bursts and heavy tails in human dynamics (2005)Understanding individual human mobility patterns (2008)Friendship and mobility (2011)A universal model for mobility and migration patterns (2012)Cities and Housing. (1970)Revealing travel patterns and city structure with taxi trip data (2015)Coupling mobile phone and social media data: a new approach to understanding urban functions and diurnal patterns (2017)Explanation in Geography (1969)Explanation in Geography (1970)Scale, Sovereignty, and Strategy in Environmental Governance (2005)There’s nothing inherent about scale: political ecology, the local trap, and the politics of development in the Brazilian Amazon (2005)Scale in GIS: An overview (2010)Modifiable Areal Unit Problem (2017)How Accessibility Shapes Land Use (1959)WHAT ABOUT PEOPLE IN REGIONAL SCIENCE? (1970)Measuring Accessibility: An Exploration of Issues and Alternatives (1997)Accessibility evaluation of land-use and transport strategies: review and research directions (2003)Spatial accessibility of primary care: concepts, methods and challenges (2004)An enhanced two-step floating catchment area (E2SFCA) method for measuring spatial accessibility to primary care physicians (2009)The Fate of Place: A Philosophical History (1998)Citizens as sensors: the world of volunteered geography (2007)The Fourth Paradigm: Data-Intensive Scientific Discovery (2009)Data-driven geography (2014)Social media analytics for natural disaster management (2017)Space and Place: The Perspective of Experience. (1978)Crowdsourcing geographic information for disaster response: a research frontier (2010)The promises of big data and small data for travel behavior (aka human mobility) analysis (2016)Measuring human perceptions of a large-scale urban region using machine learning (2018)GeoAI: spatially explicit artificial intelligence techniques for geographic knowledge discovery and beyond (2019)The scaling laws of human travel (2006)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)STATISTICS FOR SPATIAL DATA (1992)Statistics for Spatial Data (1993)Statistics for Spatial Data. (1993)A balanced view of scale in spatial statistical analysis (2002)Combining Incompatible Spatial Data (2002)The modifiable areal unit problem (MAUP) in physical geography (2007)Power-Law Distributions in Empirical Data (2009)Power-law distributions in empirical data (2018)The scales of human mobility (2020)The universal visitation law of human mobility (2021)A survey on deep learning for human mobility (2023)International Encyclopedia of Unified Science (1937)Accessibility, equity and health care: review and research directions for transport geographers (2015)Geographical and Temporal Weighted Regression (GTWR) (2015)
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References

  • 2010Limits of Predictability in Human Mobility3,230 cited
  • 1970What about people in Regional Science?1,584 cited
  • 2010Modelling the scaling properties of human mobility1,286 cited
  • 1998Space‐Time and Integral Measures of Individual Accessibility: A Comparative Analysis Using a Point‐based Framework1,152 cited
  • 2018Human mobility: Models and applications1,032 cited
  • 1996The modifiable areal unit problem and implications for landscape ecology871 cited
  • 2015Social Sensing: A New Approach to Understanding Our Socioeconomic Environments804 cited
  • 2012Urban land uses and traffic ‘source-sink areas’: Evidence from GPS-enabled taxi data in Shanghai423 cited
  • 1992On the Issues of Scale, Resolution, and Fractal Analysis in the Mapping Sciences*404 cited
  • 2011The convergence of GIS and social media: challenges for GIScience399 cited
  • 2014A new insight into land use classification based on aggregated mobile phone data399 cited
  • 2012Predicting future locations with hidden Markov models384 cited
  • 2013Approaching the Limit of Predictability in Human Mobility381 cited
  • 2018Social Media data: Challenges, opportunities and limitations in urban studies327 cited
  • 2010Measuring segregation: an activity space approach

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327 cited
  • 2013Understanding urban human activity and mobility patterns using large-scale location-based data from online social media315 cited
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