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Integrating Point-of-Interest Density and Spatial Heterogeneity to Identify Urban Functional Areas
6 references·5 citing·46 second hop
Integrating Point-of-Interest Density and Spatial Heterogeneity to Identify Urban Functional Areas (2022)Integrating Point-of-Interest Density and…Point-of-Interest (POI) Data Validation Methods: An Urban Case Study (2021)Point-of-Interest (POI) Data …Analyzing Urban Spatial Patterns and Functional Zones Using Sina Weibo POI Data: A Case Study of Beijing (2021)Analyzing Urban Spatial Patte…Visualizing and exploring POI configurations of urban regions on POI-type semantic space (2020)Visualizing and exploring POI…A new insight into land use classification based on aggregated mobile phone data (2014)A new insight into land use c…Toward mapping land-use patterns from volunteered geographic information (2013)Toward mapping land-use patte…Analyzing the Contributor Activity of a Volunteered Geographic Information Project — The Case of OpenStreetMap (2012)Analyzing the Contributor Act…Urban Functional Zone Identification Based on Multimodal Data Fusion: A Case Study of Chongqing’s Central Urban Area (2025)Urban Functional Zone Identif…The Nonlinear Relationship and Synergistic Effects between Built Environment and Urban Vitality at the Neighborhood Scale: A Case Study of Guangzhou’s Central Urban Area (2024)The Nonlinear Relationship an…Refined Identification of Urban Functional Zones Integrating Multisource Data Features: A Case Study of Lanzhou, China (2024)Refined Identification of Urb…Using Point of Interest Data and Satellite Observation for Urban Functional Zone Mapping (2023)Using Point of Interest Data …Urban Area Characterization and Structure Analysis: A Combined Data-Driven Approach by Remote Sensing Information and Spatial–Temporal Wireless Data (2023)Urban Area Characterization a…Mobile Landscapes: Using Location Data from Cell Phones for Urban Analysis (2006)Understanding individual human mobility patterns (2008)Limits of Predictability in Human Mobility (2010)From mobile phone data to the spatial structure of cities (2014)Citizens as sensors: the world of volunteered geography (2007)OpenStreetMap: User-Generated Street Maps (2008)4 What Is Web 2.0? Design Patterns and Business Models for the Next Generation of Software (2012)Recent Developments and Future Trends in Volunteered Geographic Information Research: The Case of OpenStreetMap (2014)MEASURES AND INDICATORS OF VGI QUALITY: AN OVERVIEW (2015)OpenStreetMap: Challenges and Opportunities in Machine Learning and Remote Sensing (2020)The credibility of volunteered geographic information (2008)The Street Network Evolution of Crowdsourced Maps: OpenStreetMap in Germany 2007–2011 (2011)Quality Assessment of the Contributed Land Use Information from OpenStreetMap Versus Authoritative Datasets (2015)Street as a big geo-data assembly and analysis unit in urban studies: A case study using Beijing taxi data (2017)Volunteered geographic information research in the first decade: a narrative review of selected journal articles in GIScience (2020)Extracting urban functional regions from points of interest and human activities on location‐based social networks (2017)A geographically and temporally weighted regression model to explore the spatiotemporal influence of built environment on transit ridership (2018)Check-in behaviour and spatio-temporal vibrancy: An exploratory analysis in Shenzhen, China (2018)Calibrating the dynamic Huff model for business analysis using location big data (2020)Characterizing metro stations via urban function: Thematic evidence from transit-oriented development (TOD) in Hong Kong (2022)Conflating point of interest (POI) data: A systematic review of matching methods (2023)URBAN SPATIAL STRUCTURE. (1997)Urban Spatial Structure (2010)Assessing Reliability of Chinese Geotagged Social Media Data for Spatiotemporal Representation of Human Mobility (2022)A Novel Graph-Based Framework for Classifying Urban Functional Zones with Multisource Data and Human Mobility Patterns (2023)Urban Functional Zone Classification Based on POI Data and Machine Learning (2023)How Good is Volunteered Geographical Information? A Comparative Study of OpenStreetMap and Ordnance Survey Datasets (2010)Quality Assessment of the French OpenStreetMap Dataset (2010)Geospatial big data handling theory and methods: A review and research challenges (2015)Quality Assessment of OpenStreetMap’s Points of Interest with Large-Scale Real Data (2023)From intangible to tangible: The role of big data and machine learning in walkability studies (2024)Coupling mobile phone and social media data: a new approach to understanding urban functions and diurnal patterns (2017)Urbanization: Processes and driving forces (2019)Two new Later Stone Age sites from the Final Pleistocene in the Falémé Valley, eastern Senegal (2024)Granger Causality and Transfer Entropy Are Equivalent for Gaussian Variables (2009)Urban Sensing Using Mobile Phone Network Data: A Survey of Research (2014)A Comparison of ARIMA and LSTM in Forecasting Time Series (2018)The influence of online product recommendations on consumers’ online choices (2004)Travel and the Built Environment (2010)The Creative City (2012)Exploring Nonlinear Threshold Effects and Interactions Between Built Environment and Urban Vitality at the Block Level Using Machine Learning (2025)Exploring the Nonlinear Impacts of Built Environment on Urban Vitality from a Spatiotemporal Perspective at the Block Scale in Chongqing (2025)Investigating nonlinear and spatially heterogeneous impacts of the built environment on urban vitality (2025)The Analysis of Spatial Association by Use of Distance Statistics (1992)Urban land uses and traffic ‘source-sink areas’: Evidence from GPS-enabled taxi data in Shanghai (2012)Discovering Urban Functional Zones Using Latent Activity Trajectories (2014)
this work references cited by second hop

References

  • 2014A new insight into land use classification based on aggregated mobile phone data399 cited
  • 2012Analyzing the Contributor Activity of a Volunteered Geographic Information Project — The Case of OpenStreetMap319 cited
  • 2020Visualizing and exploring POI configurations of urban regions on POI-type semantic space149 cited
  • 2013Toward mapping land-use patterns from volunteered geographic information144 cited
  • 2021Analyzing Urban Spatial Patterns and Functional Zones Using Sina Weibo POI Data: A Case Study of Beijing75 cited
  • 2021Point-of-Interest (POI) Data Validation Methods: An Urban Case Study62 cited

Cited by

  • 2024The Nonlinear Relationship and Synergistic Effects between Built Environment and Urban Vitality at the Neighborhood Scale: A Case Study of Guangzhou’s Central Urban Area52 cited
  • 2023Urban Area Characterization and Structure Analysis: A Combined Data-Driven Approach by Remote Sensing Information and Spatial–Temporal Wireless Data8 cited
  • 2024Refined Identification of Urban Functional Zones Integrating Multisource Data Features: A Case Study of Lanzhou, China7 cited
  • 2023Using Point of Interest Data and Satellite Observation for Urban Functional Zone Mapping7 cited
  • 2025Urban Functional Zone Identification Based on Multimodal Data Fusion: A Case Study of Chongqing’s Central Urban Area6 cited

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