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Comparative analysis of human mobility patterns: utilizing taxi and mobile (SafeGraph) data to investigate neighbourhood-scale mobility in New York City
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Comparative analysis of human mobility patterns: utilizing taxi and mobile (SafeGraph) data to investigate neighbourhood-scale mobility in New York City (2025)Comparative analysis of human mobility pa…A survey on deep learning for human mobility (2023)A survey on deep learning for…Understanding the Demographics of Twitter Users (2021)Understanding the Demographic…Human mobility data in the COVID-19 pandemic: characteristics, applications, and challenges (2021)Human mobility data in the CO…Human mobility behavior in COVID-19: A systematic literature review and bibliometric analysis (2021)Human mobility behavior in CO…Twitter reveals human mobility dynamics during the COVID-19 pandemic (2020)Twitter reveals human mobilit…Multiscale dynamic human mobility flow dataset in the U.S. during the COVID-19 epidemic (2020)Multiscale dynamic human mobi…Spatial variations in urban public ridership derived from GPS trajectories and smart card data (2018)Spatial variations in urban p…Uncovering urban human mobility from large scale taxi GPS data (2015)Uncovering urban human mobili…Spatial variation of the urban taxi ridership using GPS data (2015)Spatial variation of the urba…Social Sensing: A New Approach to Understanding Our Socioeconomic Environments (2015)Social Sensing: A New Approac…Analysis of human mobility patterns from GPS trajectories and contextual information (2015)Analysis of human mobility pa…The impact of biases in mobile phone ownership on estimates of human mobility (2013)The impact of biases in mobil…Understanding intra-urban trip patterns from taxi trajectory data (2012)Understanding intra-urban tri…Land-Use Classification Using Taxi GPS Traces (2012)Land-Use Classification Using…Human mobility modeling at metropolitan scales (2012)Human mobility modeling at me…Understanding mobility based on GPS data (2008)Understanding mobility based …The scaling laws of human travel (2006)Understanding individual human mobility patterns (2008)Limits of Predictability in Human Mobility (2010)Delineating urban functional areas with building-level social media data: A dynamic time warping (DTW) distance based k-medoids method (2016)Real-Time Urban Monitoring Using Cell Phones: A Case Study in Rome (2010)Urban computing with taxicabs (2011)Investigation on the effects of weather and calendar events on bike-sharing according to the trip patterns of bike rentals of stations (2018)Urban function classification at road segment level using taxi trajectory data: A graph convolutional neural network approach (2021)Space and Place: The Perspective of Experience. (1978)Citizens as sensors: the world of volunteered geography (2007)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)Using GPS to learn significant locations and predict movement across multiple users (2003)Learning and inferring transportation routines (2007)Next place prediction using mobility Markov chains (2012)Understanding Human Mobility from Twitter (2015)Twitter mood predicts the stock market (2011)A Three‐Stage Adoption Process for Social Media Use in Government (2013)Psychological Language on Twitter Predicts County-Level Heart Disease Mortality (2015)Urban mobility and neighborhood isolation in America’s 50 largest cities (2018)A Tale of Many Cities: Universal Patterns in Human Urban Mobility (2012)Data from mobile phone operators: A tool for smarter cities? (2014)Mobility Modeling and Prediction in Bike-Sharing Systems (2016)Spatio-Temporal Analysis of Passenger Travel Patterns in Massive Smart Card Data (2017)A Space for Place in Sociology (2000)Travel and the Built Environment (2010)Towards a comprehensive set of GPS-based indicators reflecting the multidimensional nature of daily mobility for applications in health and aging research (2019)Towards an integrated science of movement: converging research on animal movement ecology and human mobility science (2019)A universal model for mobility and migration patterns (2012)Human mobility: Models and applications (2018)A Deep Gravity model for mobility flows generation (2021)Human settlement value assessment from a place perspective: Considering human dynamics and perceptions in house price modeling (2021)Friendship and mobility (2011)scikit-mobility : A Python Library for the Analysis, Generation, and Risk Assessment of Mobility Data (2022)Future directions in human mobility science (2023)Human-AI coevolution (2024)Exploring Human Mobility Patterns in Urban Scenarios: A Trajectory Data Perspective (2018)Spatiotemporal distribution characteristics and mechanism analysis of urban population density: A case of Xi'an, Shaanxi, China (2018)Spatial-temporal distribution of carbon emissions by daily travel and its response to urban form: A case study of Hangzhou, China (2020)
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References

  • 2008Understanding mobility based on GPS data1,131 cited
  • 2015Social Sensing: A New Approach to Understanding Our Socioeconomic Environments804 cited
  • 2021Understanding the Demographics of Twitter Users760 cited
  • 2012Understanding intra-urban trip patterns from taxi trajectory data327 cited
  • 2012Human mobility modeling at metropolitan scales295 cited
  • 2012Land-Use Classification Using Taxi GPS Traces290 cited
  • 2023A survey on deep learning for human mobility282 cited
  • 2015Uncovering urban human mobility from large scale taxi GPS data280 cited
  • 2015Analysis of human mobility patterns from GPS trajectories and contextual information275 cited
  • 2020Multiscale dynamic human mobility flow dataset in the U.S. during the COVID-19 epidemic259 cited
  • 2015Spatial variation of the urban taxi ridership using GPS data256 cited
  • 2018Spatial variations in urban public ridership derived from GPS trajectories and smart card data251 cited
  • 2013The impact of biases in mobile phone ownership on estimates of human mobility246 cited
  • 2020Twitter reveals human mobility dynamics during the COVID-19 pandemic242 cited
  • 2021Human mobility data in the COVID-19 pandemic: characteristics, applications, and challenges

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217 cited
  • 2021Human mobility behavior in COVID-19: A systematic literature review and bibliometric analysis210 cited
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