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Are the Poor Digitally Left Behind? Indications of Urban Divides Based on Remote Sensing and Twitter Data
16 references·16 citing·49 second hopsampled
Are the Poor Digitally Left Behind? Indications of Urban Divides Based on Remote Sensing and Twitter Data (2018)Are the Poor Digitally Left Behind? Indic…The Livehoods Project: Utilizing Social Media to Understand the Dynamics of a City (2021)The Livehoods Project: Utiliz…The morphology of the Arrival City - A global categorization based on literature surveys and remotely sensed data (2018)The morphology of the Arrival…Developing risk or resilience? Effects of slum upgrading on the social contract and social cohesion in Kibera, Nairobi (2017)Developing risk or resilience…Detecting social groups from space – Assessment of remote sensing-based mapped morphological slums using income data (2017)Detecting social groups from …The Digital Divide Among Twitter Users and Its Implications for Social Research (2016)The Digital Divide Among Twit…Social Sensing: A New Approach to Understanding Our Socioeconomic Environments (2015)Social Sensing: A New Approac…The quality of big (geo)data (2013)The quality of big (geo)dataSpatial, temporal, and socioeconomic patterns in the use of Twitter and Flickr (2013)Spatial, temporal, and socioe…Mapping the global Twitter heartbeat: The geography of Twitter (2013)Mapping the global Twitter he…Beyond the geotag: situating ‘big data’ and leveraging the potential of the geoweb (2013)Beyond the geotag: situating …Are the Economically Poor Information Poor? Does the Digital Divide Affect the Homeless and Access to Information? (2013)Are the Economically Poor Inf…An approach to differentiate informal settlements using spectral, texture, geomorphology and road accessibility metrics (2013)An approach to differentiate …Characterizing Urban Landscapes Using Geolocated Tweets (2012)Characterizing Urban Landscap…Why do the poor live in cities? The role of public transportation (2007)Why do the poor live in citie…Marginality: From Myth to Reality in the Favelas of Rio de Janeiro, 1969-2002 (2003)Marginality: From Myth to Rea…Digital Divide (2001)Digital DivideIntegrating crowdsourced data in the built environment studies: A systematic review (2025)Integrating crowdsourced data…The Spatiotemporal Dynamics of Morphological Slums in Mumbai, India (2024)The Spatiotemporal Dynamics o…Harnessing Geospatial Technology for Sustainable Development: A Multifaceted Analysis of Current Practices and Future Prospects (2024)Harnessing Geospatial Technol…Digital Villages Construction and Subjective Well-being of the Elderly: Evidence from China Longitudinal Aging Social Survey (2024)Digital Villages Construction…Digital Exclusion and Depressive Symptoms among Older People: Findings from Five Aging Cohort Studies across 24 Countries (2024)Digital Exclusion and Depress…Can Social Media Data Help to Understand the Socio-spatial Heterogeneity of the Interests and Concerns of Urban Citizens? A Twitter Data Assessment for Mexico City (2024)Can Social Media Data Help to…The migrant perspective: Measuring migrants' movements and interests using geolocated tweets (2023)The migrant perspective: Meas…Geoinformation Harvesting From Social Media Data: A community remote sensing approach (2022)Geoinformation Harvesting Fro…Earth Observation and Artificial Intelligence: Understanding emerging ethical issues and opportunities (2022)Earth Observation and Artific…Reading urban land use through spatio-temporal and content analysis of geotagged Twitter data (2021)Reading urban land use throug…Mapping the Morphology of Urban Deprivation (2021)Mapping the Morphology of Urb…Examining the Effect of Squatter Settlements in the Evolution of Spatial Fragmentation in the Housing Market of the City of Buenos Aires by Using Geographical Weighted Regression (2021)Examining the Effect of Squat…Slums, Space, and State of Health—A Link between Settlement Morphology and Health Data (2020)Slums, Space, and State of He…A hybrid analysis of LBSN data to early detect anomalies in crowd dynamics (2020)A hybrid analysis of LBSN dat…Challenges of mapping the missing spaces (2019)Challenges of mapping the mis…Detecting and mapping slums using open data: a case study in Kenya (2018)Detecting and mapping slums u…Interactive Spatial Data Analysis (1995)How Good is Volunteered Geographical Information? A Comparative Study of OpenStreetMap and Ordnance Survey Datasets (2010)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)Optimization approaches for generalization and data abstraction (2005)Mapping the world's photos (2009)"I'm eating a sandwich in Glasgow" (2011)Spectral clustering for sensing urban land use using Twitter activity (2014)Detection and Resolution of Rumours in Social Media (2018)Population Bias in Geotagged Tweets (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)Location and Land Use: Toward a General Theory of Land Rent (1964)A Theory of the Allocation of Time (1965)Cities and Housing. (1970)The causes and consequences of land use regulation: Evidence from Greater Boston (2008)Transportation Costs and the Spatial Organization of Economic Activity (2015)Why has regional income convergence in the U.S. declined? (2017)Bowling alone: the collapse and revival of American community (2000)Bowling Alone: The Collapse and Revival of American Community (2001)Discovering Urban Functional Zones Using Latent Activity Trajectories (2014)Uncovering Patterns of Inter-Urban Trip and Spatial Interaction from Social Media Check-In Data (2014)Exploring Millions of Footprints in Location Sharing Services (2021)The Nature and Origins of Mass Opinion (1992)The Deepening Divide: Inequality in the Information Society (2005)CRITICAL QUESTIONS FOR BIG DATA (2012)“Participant” Perceptions of Twitter Research Ethics (2018)Social Media, Web, and Panel Surveys: Using Non‐Probability Samples in Social and Policy Research (2020)The impact of lockdown on the learning gap: family and school divisions in times of crisis (2020)The Challenge of Slums: Global Report on Human Settlements 2003 (2004)World Urbanization Prospects (2005)World urbanization prospects (2014)The similar size of slums (2018)Towards sustainable urban transition: A critical review of strategies and policies of urban village renewal in Shenzhen, China (2021)“Domains of deprivation framework” for mapping slums, informal settlements, and other deprived areas in LMICs to improve urban planning and policy: A scoping review (2022)The Production of Space (1992)Instagram, Flickr, or Twitter: Assessing the usability of social media data for visitor monitoring in protected areas (2017)Participatory Cultural Mapping Based on Collective Behavior Data in Location-Based Social Networks (2016)Spontaneous Collective Action: Peripheral Mobilization During the Arab Spring (2017)Social Media data: Challenges, opportunities and limitations in urban studies (2018)The Effects of E‐Government on Trust and Confidence in Government (2006)Political communication in a high-choice media environment: a challenge for democracy? (2017)Cultural Backlash (2019)
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References

  • 2001Digital Divide2,921 cited
  • 2007Why do the poor live in cities? The role of public transportation881 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
  • 2013Spatial, temporal, and socioeconomic patterns in the use of Twitter and Flickr420 cited
  • 2013Mapping the global Twitter heartbeat: The geography of Twitter379 cited
  • 2013Beyond the geotag: situating ‘big data’ and leveraging the potential of the geoweb373 cited
  • 2016The Digital Divide Among Twitter Users and Its Implications for Social Research225 cited
  • 2012Characterizing Urban Landscapes Using Geolocated Tweets200 cited
  • 2018The morphology of the Arrival City - A global categorization based on literature surveys and remotely sensed data195 cited
  • 2013The quality of big (geo)data146 cited
  • 2017Detecting social groups from space – Assessment of remote sensing-based mapped morphological slums using income data122 cited
  • 2017Developing risk or resilience? Effects of slum upgrading on the social contract and social cohesion in Kibera, Nairobi108 cited
  • 2013An approach to differentiate informal settlements using spectral, texture, geomorphology and road accessibility metrics

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102 cited
  • 2003Marginality: From Myth to Reality in the Favelas of Rio de Janeiro, 1969-200284 cited
  • 2013Are the Economically Poor Information Poor? Does the Digital Divide Affect the Homeless and Access to Information?53 cited
  • Cited by

    • 2022Earth Observation and Artificial Intelligence: Understanding emerging ethical issues and opportunities57 cited
    • 2020Slums, Space, and State of Health—A Link between Settlement Morphology and Health Data51 cited
    • 2018Detecting and mapping slums using open data: a case study in Kenya47 cited
    • 2022Geoinformation Harvesting From Social Media Data: A community remote sensing approach32 cited
    • 2024Digital Exclusion and Depressive Symptoms among Older People: Findings from Five Aging Cohort Studies across 24 Countries21 cited
    • 2024Harnessing Geospatial Technology for Sustainable Development: A Multifaceted Analysis of Current Practices and Future Prospects16 cited
    • 2019Challenges of mapping the missing spaces16 cited
    • 2020A hybrid analysis of LBSN data to early detect anomalies in crowd dynamics16 cited
    • 2021Reading urban land use through spatio-temporal and content analysis of geotagged Twitter data15 cited
    • 2024Digital Villages Construction and Subjective Well-being of the Elderly: Evidence from China Longitudinal Aging Social Survey15 cited
    • 2024The Spatiotemporal Dynamics of Morphological Slums in Mumbai, India12 cited
    • 2021Examining the Effect of Squatter Settlements in the Evolution of Spatial Fragmentation in the Housing Market of the City of Buenos Aires by Using Geographical Weighted Regression11 cited
    • 2021Mapping the Morphology of Urban Deprivation7 cited
    • 2024Can Social Media Data Help to Understand the Socio-spatial Heterogeneity of the Interests and Concerns of Urban Citizens? A Twitter Data Assessment for Mexico City7 cited
    • 2025Integrating crowdsourced data in the built environment studies: A systematic review6 cited
    • 2023The migrant perspective: Measuring migrants' movements and interests using geolocated tweets5 cited