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Mining Twitter Data for Improved Understanding of Disaster Resilience
16 references·16 citing·40 second hopsampled
Mining Twitter Data for Improved Understanding of Disaster Resilience (2018)Mining Twitter Data for Improved Understa…Understanding the Demographics of Twitter Users (2021)Understanding the Demographic…Australian Journal of Emergency Management (2021)Australian Journal of Emergen…Rapid assessment of disaster damage using social media activity (2016)Rapid assessment of disaster …Annals of the American association of geographers (2016)Annals of the American associ…Climate Change Sentiment on Twitter: An Unsolicited Public Opinion Poll (2015)Climate Change Sentiment on T…Where in the World Are You? Geolocation and Language Identification in Twitter (2014)Where in the World Are You? G…Mapping the data shadows of Hurricane Sandy: Uncovering the sociospatial dimensions of ‘big data’ (2014)Mapping the data shadows of H…The Geography of Happiness: Connecting Twitter Sentiment and Expression, Demographics, and Objective Characteristics of Place (2013)The Geography of Happiness: C…Spatial, temporal, and socioeconomic patterns in the use of Twitter and Flickr (2013)Spatial, temporal, and socioe…Disaster Resilience: A National Imperative (2013)Disaster Resilience: A Nation…Temporal Patterns of Happiness and Information in a Global Social Network: Hedonometrics and Twitter (2011)Temporal Patterns of Happines…Social Media and Disasters: Current Uses, Future Options, and Policy Considerations (2011)Social Media and Disasters: C…Integrating Social Media into Emergency-Preparedness Efforts (2011)Integrating Social Media into…A place-based model for understanding community resilience to natural disasters (2008)A place-based model for under…Social-Ecological Resilience to Coastal Disasters (2005)Social-Ecological Resilience …Social Vulnerability to Environmental Hazards * (2003)Social Vulnerability to Envir…Utilizing LLMs and ML Algorithms in Disaster-Related Social Media Content (2025)Utilizing LLMs and ML Algorit…Leveraging social media for resilient cultural heritage: a people-centred conceptual framework for community engagement and crisis response (2025)Leveraging social media for r…Enhanced earthquake impact analysis based on social media texts via large language model (2024)Enhanced earthquake impact an…Trends in bushfire related tweets during the Australian ‘Black Summer’ of 2019/20 (2023)Trends in bushfire related tw…Identifying Crisis Response Communities in Online Social Networks for Compound Disasters: The Case of Hurricane Laura and COVID-19 (2023)Identifying Crisis Response C…Revealing the linguistic and geographical disparities of public awareness to Covid-19 outbreak through social media (2022)Revealing the linguistic and …Examining the consistency between geo-coordinates and content-mentioned locations in tweets for disaster situational awareness: A Hurricane Harvey study (2022)Examining the consistency bet…A multi-level analytic framework for disaster situational awareness using Twitter data (2022)A multi-level analytic framew…Revealing Unfairness in social media contributors’ attention to vulnerable urban areas during disasters (2021)Revealing Unfairness in socia…How fast is fast enough? Twitter usability during emergencies (2021)How fast is fast enough? Twit…Analysing Information Diffusion in Natural Hazards using Retweets - a Case Study of 2018 Winter Storm Diego (2021)Analysing Information Diffusi…Social awareness of crisis events: A new perspective from social-physical network (2020)Social awareness of crisis ev…Silence of the Tweets: incorporating social media activity drop-offs into crisis detection (2020)Silence of the Tweets: incorp…A review on the application of social media data in natural disaster emergency management (2020)A review on the application o…Computational socioeconomics (2019)Computational socioeconomicsA Review of the Literature on Community Resilience and Disaster Recovery (2019)A Review of the Literature on…Status quo bias in decision making (1988)Managing the Risks of Extreme Events and Disasters to Advance Climate Change Adaptation (2012)Geographies of resilience (2014)The landscape of disaster resilience indicators in the USA (2015)A critical review of selected tools for assessing community resilience (2016)At Risk: Natural Hazards, People's Vulnerability and Disasters (1994)Community Resilience as a Metaphor, Theory, Set of Capacities, and Strategy for Disaster Readiness (2007)Framing vulnerability, risk and societal responses: the MOVE framework (2013)The geographies of community disaster resilience (2014)Defining urban resilience: A review (2015)Bowling alone (2000)Bowling alone: the collapse and revival of American community (2000)Human behavior and the principle of least effort (1949)The Measurement of Meaning (1957)Twitter mood predicts the stock market (2011)Instagram photos reveal predictive markers of depression (2017)The Death and Life of Great American Cities (1962)The Death and Life of Great American Cities (2015)Natural language processing in mental health applications using non-clinical texts (2017)Measuring objective and subjective well-being: dimensions and data sources (2020)The Economy of Cities (1969)Growth, innovation, scaling, and the pace of life in cities (2007)Computational Social Science (2009)Social media analytics for natural disaster management (2017)Applications of artificial intelligence for disaster management (2020)The Production of Space (1992)Local Indicators of Spatial Association—LISA (1995)Decolonization is not a metaphor (2012)Digital turn, digital geographies? (2016)What is data justice? The case for connecting digital rights and freedoms globally (2017)From extractivism to global extractivism: the evolution of an organizing concept (2022)Measuring vulnerability to natural hazards: towards disaster resilient societies (2007)Community Resilience: An Indicator of Social Sustainability (2010)Social Capital and Community Resilience (2014)A Three‐Stage Adoption Process for Social Media Use in Government (2013)Psychological Language on Twitter Predicts County-Level Heart Disease Mortality (2015)Urban mobility and neighborhood isolation in America’s 50 largest cities (2018)Factors influencing psychological distress during a disease epidemic: Data from Australia's first outbreak of equine influenza (2008)From knowledge to action (2012)The Temporal Elements of Psychological Resilience: An Integrative Framework for the Study of Individuals, Families, and Communities (2015)
this work references cited by second hop· second hop is a sample of the most-cited connections

References

  • 2003Social Vulnerability to Environmental Hazards *5,731 cited
  • 2008A place-based model for understanding community resilience to natural disasters4,333 cited
  • 2005Social-Ecological Resilience to Coastal Disasters2,707 cited
  • 2021Australian Journal of Emergency Management1,308 cited
  • 2013Disaster Resilience: A National Imperative1,023 cited
  • 2011Temporal Patterns of Happiness and Information in a Global Social Network: Hedonometrics and Twitter809 cited
  • 2016Annals of the American association of geographers762 cited
  • 2021Understanding the Demographics of Twitter Users760 cited
  • 2016Rapid assessment of disaster damage using social media activity642 cited
  • 2013The Geography of Happiness: Connecting Twitter Sentiment and Expression, Demographics, and Objective Characteristics of Place515 cited
  • 2013Spatial, temporal, and socioeconomic patterns in the use of Twitter and Flickr420 cited
  • 2011Integrating Social Media into Emergency-Preparedness Efforts363 cited
  • 2011Social Media and Disasters: Current Uses, Future Options, and Policy Considerations343 cited
  • 2014Where in the World Are You? Geolocation and Language Identification in Twitter319 cited
  • 2015Climate Change Sentiment on Twitter: An Unsolicited Public Opinion Poll

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302 cited
  • 2014Mapping the data shadows of Hurricane Sandy: Uncovering the sociospatial dimensions of ‘big data’253 cited
  • Cited by

    • 2019A Review of the Literature on Community Resilience and Disaster Recovery185 cited
    • 2019Computational socioeconomics115 cited
    • 2024Enhanced earthquake impact analysis based on social media texts via large language model28 cited
    • 2023Trends in bushfire related tweets during the Australian ‘Black Summer’ of 2019/2027 cited
    • 2022Revealing the linguistic and geographical disparities of public awareness to Covid-19 outbreak through social media20 cited
    • 2021How fast is fast enough? Twitter usability during emergencies18 cited
    • 2022A multi-level analytic framework for disaster situational awareness using Twitter data18 cited
    • 2023Identifying Crisis Response Communities in Online Social Networks for Compound Disasters: The Case of Hurricane Laura and COVID-1918 cited
    • 2025Leveraging social media for resilient cultural heritage: a people-centred conceptual framework for community engagement and crisis response17 cited
    • 2025Utilizing LLMs and ML Algorithms in Disaster-Related Social Media Content16 cited
    • 2020A review on the application of social media data in natural disaster emergency management16 cited
    • 2022Examining the consistency between geo-coordinates and content-mentioned locations in tweets for disaster situational awareness: A Hurricane Harvey study16 cited
    • 2021Analysing Information Diffusion in Natural Hazards using Retweets - a Case Study of 2018 Winter Storm Diego15 cited
    • 2020Social awareness of crisis events: A new perspective from social-physical network15 cited
    • 2021Revealing Unfairness in social media contributors’ attention to vulnerable urban areas during disasters15 cited
    • 2020Silence of the Tweets: incorporating social media activity drop-offs into crisis detection14 cited