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A multi-modal social media data analysis framework: Exploring the complex relationships among urban environment, public activity, and public perception—A case study of Xi’an, China
16 references·0 citing·48 second hop
A multi-modal social media data analysis framework: Exploring the complex relationships among urban environment, public activity, and public perception—A case study of Xi’an, China (2025)A multi-modal social media data analysis …Urban planning and quality of life: A review of pathways linking the built environment to subjective well-being (2021)Urban planning and quality of…The Livehoods Project: Utilizing Social Media to Understand the Dynamics of a City (2021)The Livehoods Project: Utiliz…Inference in Multiscale Geographically Weighted Regression (2019)Inference in Multiscale Geogr…Check-in behaviour and spatio-temporal vibrancy: An exploratory analysis in Shenzhen, China (2018)Check-in behaviour and spatio…Advances in subjective well-being research (2018)Advances in subjective well-b…Multiscale Geographically Weighted Regression (MGWR) (2017)Multiscale Geographically Wei…Extracting urban functional regions from points of interest and human activities on location‐based social networks (2017)Extracting urban functional r…Built environment and social well-being: How does urban form affect social life and personal relationships? (2017)Built environment and social …Understanding Human Mobility from Twitter (2015)Understanding Human Mobility …Social Sensing: A New Approach to Understanding Our Socioeconomic Environments (2015)Social Sensing: A New Approac…Social Media and the City: Rethinking Urban Socio-Spatial Inequality Using User-Generated Geographic Information (2015)Social Media and the City: Re…Urban activity pattern classification using topic models from online geo-location data (2014)Urban activity pattern classi…Latent dirichlet allocation (2014)Latent dirichlet allocationLandscape aesthetics: Assessing the general publics' preferences towards rural landscapes (2011)Landscape aesthetics: Assessi…Geographically and temporally weighted regression for modeling spatio-temporal variation in house prices (2010)Geographically and temporally…The Analysis of Spatial Association by Use of Distance Statistics (1992)The Analysis of Spatial Assoc…Power laws, Pareto distributions and Zipf's law (2005)Understanding individual human mobility patterns (2008)Power-law distributions in empirical data (2018)Urban mobility and neighborhood isolation in America’s 50 largest cities (2018)Social physics (2022)Geographically Weighted Regression: A Method for Exploring Spatial Nonstationarity (1996)Geographically Weighted Regression (1998)Annals of the American association of geographers (2016)The effect of urbanization on environmental pollution in rapidly developing urban agglomerations (2019)An optimal parameters-based geographical detector model enhances geographic characteristics of explanatory variables for spatial heterogeneity analysis: cases with different types of spatial data (2020)Space and Place: The Perspective of Experience. 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(1988)Development and validation of brief measures of positive and negative affect: The PANAS scales. (1988)Self-determination theory and the facilitation of intrinsic motivation, social development, and well-being. (2000)Measuring objective and subjective well-being: dimensions and data sources (2020)Handbook of Religion and Health (2023)Geographically Weighted Regression: A Natural Evolution of the Expansion Method for Spatial Data Analysis (1998)Computational improvements to multi-scale geographically weighted regression (2020)Exploring differentiated impacts of socioeconomic factors and urban forms on city-level CO2 emissions in China: Spatial heterogeneity and varying importance levels (2022)Multiscale GIS based-model to assess urban social vulnerability and associated risk: Evidence from 146 urban centers of Eastern India (2023)Social Change and Crime Rate Trends: A Routine Activity Approach (1979)Social Change and Crime Rate Trends: A Routine Activity Approach (1979) (2010)COVID-19 and the compact city: Implications for well-being and sustainable urban planning (2021)What makes cities livable? Determinants of neighborhood satisfaction and neighborhood happiness in different contexts (2021)Time to challenge the 15-minute city: Seven pitfalls for sustainability, equity, livability, and spatial analysis (2024)
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References

  • 1992The Analysis of Spatial Association by Use of Distance Statistics6,253 cited
  • 2018Advances in subjective well-being research1,994 cited
  • 2010Geographically and temporally weighted regression for modeling spatio-temporal variation in house prices1,501 cited
  • 2017Multiscale Geographically Weighted Regression (MGWR)1,381 cited
  • 2021Urban planning and quality of life: A review of pathways linking the built environment to subjective well-being889 cited
  • 2015Social Sensing: A New Approach to Understanding Our Socioeconomic Environments804 cited
  • 2021The Livehoods Project: Utilizing Social Media to Understand the Dynamics of a City565 cited
  • 2015Understanding Human Mobility from Twitter558 cited
  • 2017Extracting urban functional regions from points of interest and human activities on location‐based social networks470 cited
  • 2019Inference in Multiscale Geographically Weighted Regression414 cited
  • 2015Social Media and the City: Rethinking Urban Socio-Spatial Inequality Using User-Generated Geographic Information388 cited
  • 2018Check-in behaviour and spatio-temporal vibrancy: An exploratory analysis in Shenzhen, China341 cited
  • 2017Built environment and social well-being: How does urban form affect social life and personal relationships?315 cited
  • 2014Urban activity pattern classification using topic models from online geo-location data

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289 cited
  • 2014Latent dirichlet allocation280 cited
  • 2011Landscape aesthetics: Assessing the general publics' preferences towards rural landscapes252 cited
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