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Identifying Urban Traveling Hotspots Using an Interaction-Based Spatio-Temporal Data Field and Trajectory Data: A Case Study within the Sixth Ring Road of Beijing
16 references·1 citing·43 second hop
Identifying Urban Traveling Hotspots Using an Interaction-Based Spatio-Temporal Data Field and Trajectory Data: A Case Study within the Sixth Ring Road of Beijing (2020)Identifying Urban Traveling Hotspots Usin…Using Spatial Semantics and Interactions to Identify Urban Functional Regions (2018)Using Spatial Semantics and I…Spatial analysis of bus transport networks using network theory (2018)Spatial analysis of bus trans…Human mobility and socioeconomic status: Analysis of Singapore and Boston (2018)Human mobility and socioecono…A spatio-temporal kernel density estimation framework for predictive crime hotspot mapping and evaluation (2018)A spatio-temporal kernel dens…Universal model of individual and population mobility on diverse spatial scales (2017)Universal model of individual…Data-driven generation of spatio-temporal routines in human mobility (2017)Data-driven generation of spa…Social Sensing: A New Approach to Understanding Our Socioeconomic Environments (2015)Social Sensing: A New Approac…Revealing travel patterns and city structure with taxi trip data (2015)Revealing travel patterns and…Returners and explorers dichotomy in human mobility (2015)Returners and explorers dicho…Detecting the dynamics of urban structure through spatial network analysis (2014)Detecting the dynamics of urb…Unravelling daily human mobility motifs (2013)Unravelling daily human mobil…Beyond the geotag: situating ‘big data’ and leveraging the potential of the geoweb (2013)Beyond the geotag: situating …The Utility of Hotspot Mapping for Predicting Spatial Patterns of Crime (2008)The Utility of Hotspot Mappin…Local Indicators of Spatial Association—LISA (1995)Local Indicators of Spatial A…The Analysis of Spatial Association by Use of Distance Statistics (1992)The Analysis of Spatial Assoc…Revealing travel patterns and city structure with taxi trip dataRevealing travel patterns and…Spatial Analysis and Geographic Information Systems as Tools for Sustainability Research (2021)Spatial Analysis and Geograph…Reality mining: sensing complex social systems (2005)Understanding individual human mobility patterns (2008)Limits of Predictability in Human Mobility (2010)Origin–destination trips by purpose and time of day inferred from mobile phone data (2015)The promises of big data and small data for travel behavior (aka human mobility) analysis (2016)Modelling the scaling properties of human mobility (2010)A universal model for mobility and migration patterns (2012)Coupling mobile phone and social media data: a new approach to understanding urban functions and diurnal patterns (2017)Deciphering the spatial structure of China's megacity region: A new bay area—The Guangdong-Hong Kong-Macao Greater Bay Area in the making (2018)The Geography of Transport Systems (2020)Big data and analytics in hospitality and tourism: a systematic literature review (2021)Social Change and Crime Rate Trends: A Routine Activity Approach (1979)Interactive Spatial Data Analysis (1995)Is it Important to Examine Crime Trends at a Local “Micro” Level?: A Longitudinal Analysis of Street to Street Variability in Crime Trajectories (2009)Social Change and Crime Rate Trends: A Routine Activity Approach (1979) (2010)Predicting crime using Twitter and kernel density estimation (2014)Randomized Controlled Field Trials of Predictive Policing (2015)The scaling laws of human travel (2006)Incorporating spatial interaction patterns in classifying and understanding urban land use (2015)Uncovering urban human mobility from large scale taxi GPS data (2015)Spatial-temporal distribution of carbon emissions by daily travel and its response to urban form: A case study of Hangzhou, China (2020)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)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)Spatial Econometrics: Methods and Models (1988)STATISTICS FOR SPATIAL DATA (1992)Local Spatial Autocorrelation Statistics: Distributional Issues and an Application (1995)GeoDa : An Introduction to Spatial Data Analysis (2005)A measure of spatial stratified heterogeneity (2016)Friendship and mobility (2011)A universal distribution law of network detour ratios (2018)Modeling real-time human mobility based on mobile phone and transportation data fusion (2018)Urban Human Mobility (2019)The Production of Space (1992)CRITICAL QUESTIONS FOR BIG DATA (2012)Social Media and the City: Rethinking Urban Socio-Spatial Inequality Using User-Generated Geographic Information (2015)Instagram, Flickr, or Twitter: Assessing the usability of social media data for visitor monitoring in protected areas (2017)Social Media Data Can Be Used to Understand Tourists’ Preferences for Nature‐Based Experiences in Protected Areas (2017)Activity-Based Human Mobility Patterns Inferred from Mobile Phone Data: A Case Study of Singapore (2016)Measuring objective and subjective well-being: dimensions and data sources (2020)The universal visitation law of human mobility (2021)
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References

  • 1995Local Indicators of Spatial Association—LISA13,061 cited
  • 1992The Analysis of Spatial Association by Use of Distance Statistics6,253 cited
  • 2015Social Sensing: A New Approach to Understanding Our Socioeconomic Environments804 cited
  • 2008The Utility of Hotspot Mapping for Predicting Spatial Patterns of Crime631 cited
  • 2013Unravelling daily human mobility motifs584 cited
  • 2014Detecting the dynamics of urban structure through spatial network analysis523 cited
  • 2015Returners and explorers dichotomy in human mobility491 cited
  • 2015Revealing travel patterns and city structure with taxi trip data408 cited
  • 2013Beyond the geotag: situating ‘big data’ and leveraging the potential of the geoweb373 cited
  • 2017Universal model of individual and population mobility on diverse spatial scales250 cited
  • n.d.Revealing travel patterns and city structure with taxi trip data246 cited
  • 2018Human mobility and socioeconomic status: Analysis of Singapore and Boston237 cited
  • 2018A spatio-temporal kernel density estimation framework for predictive crime hotspot mapping and evaluation181 cited
  • 2017Data-driven generation of spatio-temporal routines in human mobility132 cited
  • 2018

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Spatial analysis of bus transport networks using network theory
95 cited
  • 2018Using Spatial Semantics and Interactions to Identify Urban Functional Regions84 cited
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    • 2021Spatial Analysis and Geographic Information Systems as Tools for Sustainability Research6 cited