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Mining Social Media Data for Rapid Damage Assessment during Hurricane Matthew: Feasibility Study
13 references·6 citing·42 second hop
Mining Social Media Data for Rapid Damage Assessment during Hurricane Matthew: Feasibility Study (2020)Mining Social Media Data for Rapid Damage…Natural Language Processing to the Rescue? Extracting "Situational Awareness" Tweets During Mass Emergency (2021)Natural Language Processing t…Crisis information distribution on Twitter: a content analysis of tweets during Hurricane Sandy (2017)Crisis information distributi…Using tweets to support disaster planning, warning and response (2016)Using tweets to support disas…Spatial, temporal, and content analysis of Twitter for wildfire hazards (2016)Spatial, temporal, and conten…Rapid assessment of disaster damage using social media activity (2016)Rapid assessment of disaster …Crowd sourcing disaster management: The complex nature of Twitter usage in Padang Indonesia (2016)Crowd sourcing disaster manag…Performance of Social Network Sensors during Hurricane Sandy (2015)Performance of Social Network…Examining the role of social media in California’s drought risk management in 2014 (2015)Examining the role of social …Twitter in the Cross Fire—The Use of Social Media in the Westgate Mall Terror Attack in Kenya (2014)Twitter in the Cross Fire—The…Extracting Information Nuggets from Disaster- Related Messages in Social Media (2013)Extracting Information Nugget…Flooding Facebook - the use of social media during the Queensland and Victorian floods (2012)Flooding Facebook - the use o…Human Activity Patterns in the City. Things People Do in Time and in Space (1976)Human Activity Patterns in th…Human Activity Patterns in the City: Things People Do in Time and Space. (1976)Human Activity Patterns in th…Classification and severity assessment of disaster losses based on multi-modal information in social media (2025)Classification and severity a…Surveying the Use of Social Media Data and Natural Language Processing Techniques to Investigate Natural Disasters (2024)Surveying the Use of Social M…Exploring the potential of social media crowdsourcing for post-earthquake damage assessment (2023)Exploring the potential of so…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…Social Media Based Demographics Analysis for Understanding Disaster Response Disparity (2020)Social Media Based Demographi…Emergency response with mobile geosocial sensing in the post‐app era (2020)Emergency response with mobil…Crisis and Emergency Risk Communication as an Integrative Model (2005)Microblogging during two natural hazards events (2010)Twitter under crisis (2010)Detecting themes of public concern: A text mining analysis of the Centers for Disease Control and Prevention's Ebola live Twitter chat (2015)Chapter 4: Using Twitter as a Data Source: An Overview of Ethical, Legal, and Methodological Challenges (2017)Disaster management 2.0: A real-time disaster damage assessment model based on mobile social media data—A case study of Weibo (Chinese Twitter) (2019)Twitter adoption and use in mass convergence and emergency events (2009)Chatter on the red (2010)What to Expect When the Unexpected Happens (2015)Applications of artificial intelligence for disaster management (2020)Emergency knowledge management and social media technologies: A case study of the 2010 Haitian earthquake (2010)What makes local governments' online communications successful? Insights from a multi-method analysis of Facebook (2013)An exploration of rumor combating behavior on social media in the context of social crises (2015)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)Measuring objective and subjective well-being: dimensions and data sources (2020)Predicting the Future with Social Media (2010)Information credibility on twitter (2011)Big data and disaster management: a systematic review and agenda for future research (2017)Big Data in Natural Disaster Management: A Review (2018)Disaster resilience through big data: Way to environmental sustainability (2020)Toward a Theory of Situation Awareness in Dynamic Systems (1995)Text Mining Infrastructure in R (2008)Feasibility study of using crowdsourcing to identify critical affected areas for rapid damage assessment: Hurricane Matthew case study (2018)Twitter as a tool for the management and analysis of emergency situations: A systematic literature review (2018)Qualitative evaluation and research methods (1990)Qualitative evaluation and research methods (1990)Qualitative research: Methods in the social sciences (2006)Rumor response, debunking response, and decision makings of misinformed Twitter users during disasters (2018)Retweets of officials’ alarming vs reassuring messages during the COVID-19 pandemic: Implications for crisis management (2020)A Coefficient of Agreement for Nominal Scales (1960)Language As Social Semiotic (1978)Predicting Elections with Twitter: What 140 Characters Reveal about Political Sentiment (2010)Faking Sandy (2013)TweetCred: Real-Time Credibility Assessment of Content on Twitter (2014)Criminality of place (1995)Using social media data to understand and assess disasters (2014)Discovering urban activity patterns in cell phone data (2015)An Ecology of Affiliation (1983)Crime Attractors, Generators and Detractors: Land Use and Urban Crime Opportunities (2008)
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References

  • 2016Rapid assessment of disaster damage using social media activity642 cited
  • 2013Extracting Information Nuggets from Disaster- Related Messages in Social Media387 cited
  • 2021Natural Language Processing to the Rescue? Extracting "Situational Awareness" Tweets During Mass Emergency314 cited
  • 2012Flooding Facebook - the use of social media during the Queensland and Victorian floods229 cited
  • 1976Human Activity Patterns in the City. Things People Do in Time and in Space226 cited
  • 2016Spatial, temporal, and content analysis of Twitter for wildfire hazards225 cited
  • 1976Human Activity Patterns in the City: Things People Do in Time and Space.174 cited
  • 2016Crowd sourcing disaster management: The complex nature of Twitter usage in Padang Indonesia174 cited
  • 2014Twitter in the Cross Fire—The Use of Social Media in the Westgate Mall Terror Attack in Kenya166 cited
  • 2017Crisis information distribution on Twitter: a content analysis of tweets during Hurricane Sandy151 cited
  • 2015Performance of Social Network Sensors during Hurricane Sandy135 cited
  • 2015Examining the role of social media in California’s drought risk management in 2014119 cited
  • 2016Using tweets to support disaster planning, warning and response98 cited

Cited by

  • 2023Exploring the potential of social media crowdsourcing for post-earthquake damage assessment

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27 cited
  • 2022Examining the consistency between geo-coordinates and content-mentioned locations in tweets for disaster situational awareness: A Hurricane Harvey study16 cited
  • 2025Classification and severity assessment of disaster losses based on multi-modal information in social media14 cited
  • 2024Surveying the Use of Social Media Data and Natural Language Processing Techniques to Investigate Natural Disasters10 cited
  • 2020Social Media Based Demographics Analysis for Understanding Disaster Response Disparity10 cited
  • 2020Emergency response with mobile geosocial sensing in the post‐app era7 cited