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Investigating urban metro stations as cognitive places in cities using points of interest
16 references·16 citing·47 second hopsampled
Investigating urban metro stations as cognitive places in cities using points of interest (2019)Investigating urban metro stations as cog…Beyond Word2vec: An approach for urban functional region extraction and identification by combining Place2vec and POIs (2018)Beyond Word2vec: An approach …A geographically and temporally weighted regression model to explore the spatiotemporal influence of built environment on transit ridership (2018)A geographically and temporal…Extracting urban functional regions from points of interest and human activities on location‐based social networks (2017)Extracting urban functional r…Developing a TOD typology for Beijing metro station areas (2016)Developing a TOD typology for…A latent class method for classifying and evaluating the performance of station area transit-oriented development in the Toronto region (2016)A latent class method for cla…Transit-oriented development, integration of land use and transport, and pedestrian accessibility: Combining node-place model with pedestrian shed ratio to evaluate and classify station areas in Lisbon (2015)Transit-oriented development,…Extracting and understanding urban areas of interest using geotagged photos (2015)Extracting and understanding …Automated identification and characterization of parcels with OpenStreetMap and points of interest (2015)Automated identification and …Exploring the impacts of land use by service coverage and station-level accessibility on rail transit ridership (2014)Exploring the impacts of land…Spatial, temporal, and socioeconomic patterns in the use of Twitter and Flickr (2013)Spatial, temporal, and socioe…Crowdsourcing Geographic Knowledge (2012)Crowdsourcing Geographic Know…Classifying railway stations for strategic transport and land use planning: Context matters! (2010)Classifying railway stations …Modelling vague places with knowledge from the Web (2008)Modelling vague places with k…Classifying railway stations for sustainable transitions – balancing node and place functions (2007)Classifying railway stations …Where's Downtown?: Behavioral Methods for Determining Referents of Vague Spatial Queries (2003)Where's Downtown?: Behavioral…Spatial Development Patterns and Public Transport: The Application of an Analytical Model in the Netherlands (1999)Spatial Development Patterns …How the neighborhood amenity mix shapes urban vitality: An exploratory analysis from a rhythm perspective (2025)How the neighborhood amenity …Analyzing the typology and livability of 15-minute travel at metro stations in high-density cities: A case study of Singapore (2025)Analyzing the typology and li…Integrating smart card records and dockless bike-sharing data to understand the effect of the built environment on cycling as a feeder mode for metro trips (2024)Integrating smart card record…Understanding the land use function of station areas based on spatiotemporal similarity in rail transit ridership: A case study in Shanghai, China (2023)Understanding the land use fu…Conflating point of interest (POI) data: A systematic review of matching methods (2023)Conflating point of interest …Where Are Potential Areas for Transit-Oriented Development (TOD)—Exploring the Demands for Built Environment for TOD Planning (2022)Where Are Potential Areas for…Investigating Human Travel Patterns from an Activity Semantic Flow Perspective: A Case Study within the Fifth Ring Road in Beijing Using Taxi Trajectory Data (2022)Investigating Human Travel Pa…Intergenerational differences in the urban vibrancy of TOD: Impacts of the built environment on the activities of different age groups (2022)Intergenerational differences…Identifying urban functional zones by capturing multi-spatial distribution patterns of points of interest (2022)Identifying urban functional …Examining the varying influences of built environment on bike-sharing commuting: Empirical evidence from Shanghai (2022)Examining the varying influen…Estimating urban functional distributions with semantics preserved POI embedding (2022)Estimating urban functional d…Characterizing metro stations via urban function: Thematic evidence from transit-oriented development (TOD) in Hong Kong (2022)Characterizing metro stations…Extraction and Visualization of Tourist Attraction Semantics from Travel Blogs (2021)Extraction and Visualization …Evaluating the Space Use of Large Railway Hub Station Areas in Beijing toward Integrated Station-City Development (2021)Evaluating the Space Use of L…15-Minute City in Urban Regeneration Perspective: Two Methodological Approaches Compared to Support Decisions (2021)15-Minute City in Urban Regen…Tourist Attraction and Points of Interest (POIs) Using Search Engine Data: Case of Seoul (2020)Tourist Attraction and Points…Citizens as sensors: the world of volunteered geography (2007)The wisdom hierarchy: representations of the DIKW hierarchy (2007)OpenStreetMap: User-Generated Street Maps (2008)Social Media data: Challenges, opportunities and limitations in urban studies (2018)Discovering the tourists' behaviors and perceptions in a tourism destination by analyzing photos' visual content with a computer deep learning model: The case of Beijing (2019)How Good is Volunteered Geographical Information? A Comparative Study of OpenStreetMap and Ordnance Survey Datasets (2010)Bicycle-metro integration in a growing city: The determinants of cycling as a transfer mode in metro station areas in Beijing (2017)Evaluating cities' vitality and identifying ghost cities in China with emerging geographical data (2017)Interactive Spatial Data Analysis (1995)Twitter mood predicts the stock market (2011)Social Media and the City: Rethinking Urban Socio-Spatial Inequality Using User-Generated Geographic Information (2015)Social Media Data Can Be Used to Understand Tourists’ Preferences for Nature‐Based Experiences in Protected Areas (2017)Social Data: Biases, Methodological Pitfalls, and Ethical Boundaries (2019)Geographic Objects with Indeterminate Boundaries. (1997)Where is Helvellyn? Fuzziness of multi‐scale landscape morphometry (2004)Exploring place through user-generated content: Using Flickr to describe city cores (2010)Geographic Information Analysis (2010)Social media analytics for natural disaster management (2017)How Accessibility Shapes Land Use (1959)Are Compact Cities a Desirable Planning Goal? (1997)Planning for sustainable accessibility: Developing tools to aid discussion and decision-making (2010)Transit ridership forecasting at station level: an approach based on distance-decay weighted regression (2011)Transit-oriented development: A review of research achievements and challenges (2019)Fuzzy sets (1965)Women, Fire, and Dangerous Things (1987)Fuzzy sets (1996)Geographical information retrieval (2008)Measuring human perceptions of a large-scale urban region using machine learning (2018)Discovering regions of different functions in a city using human mobility and POIs (2012)Social Sensing: A New Approach to Understanding Our Socioeconomic Environments (2015)Natural Scales in Geographical Patterns (2017)Portraying the spatial dynamics of urban vibrancy using multisource urban big data (2019)Understanding house price appreciation using multi-source big geo-data and machine learning (2020)Geographically Weighted Regression: A Method for Exploring Spatial Nonstationarity (1996)Travel demand and the 3Ds: Density, diversity, and design (1997)Geographically Weighted Regression: The Analysis of Spatially Varying Relationships (2002)Multiscale geographically and temporally weighted regression: exploring the spatiotemporal determinants of housing prices (2018)A comparison in travel patterns and determinants of user demand between docked and dockless bike-sharing systems using multi-sourced data (2020)Threshold and moderating effects of land use on metro ridership in Shenzhen: Implications for TOD planning (2020)Linking objectively measured physical activity with objectively measured urban form (2005)Many Pathways from Land Use to Health: Associations between Neighborhood Walkability and Active Transportation, Body Mass Index, and Air Quality (2006)Travel and the Built Environment (2010)Accessibility and Transit-Oriented Development in European metropolitan areas (2015)Nonlinear and synergistic effects of TOD on urban vibrancy: Applying local explanations for gradient boosting decision tree (2021)A Comprehensive Framework for Intrinsic OpenStreetMap Quality Analysis (2013)Data-driven geography (2014)Crowdsourcing, Citizen Science or Volunteered Geographic Information? The Current State of Crowdsourced Geographic Information (2016)
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References

  • 2012Crowdsourcing Geographic Knowledge578 cited
  • 1999Spatial Development Patterns and Public Transport: The Application of an Analytical Model in the Netherlands540 cited
  • 2017Extracting urban functional regions from points of interest and human activities on location‐based social networks470 cited
  • 2013Spatial, temporal, and socioeconomic patterns in the use of Twitter and Flickr420 cited
  • 2008Modelling vague places with knowledge from the Web345 cited
  • 2018A geographically and temporally weighted regression model to explore the spatiotemporal influence of built environment on transit ridership333 cited
  • 2015Transit-oriented development, integration of land use and transport, and pedestrian accessibility: Combining node-place model with pedestrian shed ratio to evaluate and classify station areas in Lisbon320 cited
  • 2015Extracting and understanding urban areas of interest using geotagged photos310 cited
  • 2015Automated identification and characterization of parcels with OpenStreetMap and points of interest300 cited
  • 2003Where's Downtown?: Behavioral Methods for Determining Referents of Vague Spatial Queries285 cited
  • 2016Developing a TOD typology for Beijing metro station areas271 cited
  • 2018Beyond Word2vec: An approach for urban functional region extraction and identification by combining Place2vec and POIs258 cited
  • 2007Classifying railway stations for sustainable transitions – balancing node and place functions

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202 cited
  • 2010Classifying railway stations for strategic transport and land use planning: Context matters!188 cited
  • 2016A latent class method for classifying and evaluating the performance of station area transit-oriented development in the Toronto region188 cited
  • 2014Exploring the impacts of land use by service coverage and station-level accessibility on rail transit ridership182 cited
  • Cited by

    • 2022Estimating urban functional distributions with semantics preserved POI embedding121 cited
    • 2022Characterizing metro stations via urban function: Thematic evidence from transit-oriented development (TOD) in Hong Kong94 cited
    • 2022Examining the varying influences of built environment on bike-sharing commuting: Empirical evidence from Shanghai48 cited
    • 2023Conflating point of interest (POI) data: A systematic review of matching methods45 cited
    • 2022Identifying urban functional zones by capturing multi-spatial distribution patterns of points of interest39 cited
    • 2023Understanding the land use function of station areas based on spatiotemporal similarity in rail transit ridership: A case study in Shanghai, China37 cited
    • 2021Evaluating the Space Use of Large Railway Hub Station Areas in Beijing toward Integrated Station-City Development29 cited
    • 2020Tourist Attraction and Points of Interest (POIs) Using Search Engine Data: Case of Seoul28 cited
    • 2024Integrating smart card records and dockless bike-sharing data to understand the effect of the built environment on cycling as a feeder mode for metro trips23 cited
    • 2022Intergenerational differences in the urban vibrancy of TOD: Impacts of the built environment on the activities of different age groups22 cited
    • 2022Where Are Potential Areas for Transit-Oriented Development (TOD)—Exploring the Demands for Built Environment for TOD Planning21 cited
    • 2025Analyzing the typology and livability of 15-minute travel at metro stations in high-density cities: A case study of Singapore15 cited
    • 2021Extraction and Visualization of Tourist Attraction Semantics from Travel Blogs15 cited
    • 2022Investigating Human Travel Patterns from an Activity Semantic Flow Perspective: A Case Study within the Fifth Ring Road in Beijing Using Taxi Trajectory Data15 cited
    • 202115-Minute City in Urban Regeneration Perspective: Two Methodological Approaches Compared to Support Decisions13 cited
    • 2025How the neighborhood amenity mix shapes urban vitality: An exploratory analysis from a rhythm perspective11 cited