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Moving Emergency Response Forward: Leveraging Machine-Learning Classification of Disaster-Related Images Posted on Social Media
16 references·1 citing·50 second hop
Moving Emergency Response Forward: Leveraging Machine-Learning Classification of Disaster-Related Images Posted on Social Media (2023)Moving Emergency Response Forward: Levera…Using AI and Social Media Multimodal Content for Disaster Response and Management: Opportunities, Challenges, and Future Directions (2020)Using AI and Social Media Mul…Social media for intelligent public information and warning in disasters: An interdisciplinary review (2019)Social media for intelligent …Examining the core knowledge on facebook (2018)Examining the core knowledge …Emergency information diffusion on online social media during storm Cindy in U.S. (2018)Emergency information diffusi…CrisMap: a Big Data Crisis Mapping System Based on Damage Detection and Geoparsing (2018)CrisMap: a Big Data Crisis Ma…Social Media in Disaster Communication (2017)Social Media in Disaster Comm…Fifteen years of social media in emergencies: A retrospective review and future directions for crisis Informatics (2017)Fifteen years of social media…Social media processes in disasters: Implications of emergent technology use (2016)Social media processes in dis…Barriers to Use of Social Media by Emergency Managers (2016)Barriers to Use of Social Med…Introduction to the Special Issue —Social Media and Business Transformation: A Framework for Research (2013)Introduction to the Special I…Emotions and Information Diffusion in Social Media—Sentiment of Microblogs and Sharing Behavior (2013)Emotions and Information Diff…Aid is Out There: Looking for Help from Tweets during a Large Scale Disaster (2013)Aid is Out There: Looking for…The Evolving Role of the Public Information Officer: An Examination of Social Media in Emergency Management (2012)The Evolving Role of the Publ…Seeking the trustworthy tweet: Can microblogged data fit the information needs of disaster response and humanitarian relief organizations (2011)Seeking the trustworthy tweet…Web 2.0 Emergency Applications: How Useful Can Twitter be for Emergency Response? (2009)Web 2.0 Emergency Application…Crisis and Emergency Risk Communication as an Integrative Model (2005)Crisis and Emergency Risk Com…Classification and severity assessment of disaster losses based on multi-modal information in social media (2025)Classification and severity a…The Effect of Word of Mouth on Sales: Online Book Reviews (2006)Predicting the Future with Social Media (2010)Twitter mood predicts the stock market (2011)Brand co-creation through social commerce information sharing: The role of social media (2018)Social media marketing strategy: definition, conceptualization, taxonomy, validation, and future agenda (2020)Why do small and medium enterprises use social media marketing and what is the impact: Empirical insights from India (2020)The Measurement of Observer Agreement for Categorical Data (1977)Content Analysis: An Introduction to its Methodology. (1984)Users of the world, unite! The challenges and opportunities of Social Media (2009)The age of Twitter: Donald J. 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A systematic review of the literature (2019)How engaging are disaster management related social media channels? The case of Australian state emergency organisations (2020)Resilience against crises: COVID-19 and lessons from natural disasters (2020)Empirical study of topic modeling in Twitter (2010)Predicting the Present with Google Trends (2012)Social Capital and Community Resilience (2014)“Technology enabled Health” – Insights from twitter analytics with a socio-technical perspective (2018)Impact of corporate social responsibility on reputation—Insights from tweets on sustainable development goals by CEOs (2019)Retweets of officials’ alarming vs reassuring messages during the COVID-19 pandemic: Implications for crisis management (2020)Co‐citation in the scientific literature: A new measure of the relationship between two documents (1973)Perceived Usefulness, Perceived Ease of Use, and User Acceptance of Information Technology (1989)The Benefits of Facebook “Friends:” Social Capital and College Students’ Use of Online Social Network Sites (2007)Does privacy assurance on social commerce sites matter to millennials? (2018)Comparing email and SNS users: Investigating e-servicescape, customer reviews, trust, loyalty and E-WOM (2019)Examining gender differences in people’s information-sharing decisions on social networking sites (2019)Emergency knowledge management and social media technologies: A case study of the 2010 Haitian earthquake (2010)Advances in Social Media Research: Past, Present and Future (2017)Social media in marketing: A review and analysis of the existing literature (2017)Disaster City Digital Twin: A vision for integrating artificial and human intelligence for disaster management (2019)Natural Disasters—Origins, Impacts, Management (2021)Information credibility on twitter (2011)Fake News Detection on Social Media (2017)The spread of true and false news online (2018)A multi-modal approach towards mining social media data during natural disasters - A case study of Hurricane Irma (2021)Automated Machine Learning Approaches for Emergency Response and Coordination via Social Media in the Aftermath of a Disaster: A Review (2021)Detecting fake news by exploring the consistency of multimodal data (2021)Online public communications by police & fire services during the 2012 Hurricane Sandy (2014)Rumors, False Flags, and Digital Vigilantes: Misinformation on Twitter after the 2013 Boston Marathon Bombing (2014)Social Media in Crisis Management: An Evaluation and Analysis of Crisis Informatics Research (2018)
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References

  • 2013Emotions and Information Diffusion in Social Media—Sentiment of Microblogs and Sharing Behavior1,604 cited
  • 2005Crisis and Emergency Risk Communication as an Integrative Model1,284 cited
  • 2013Introduction to the Special Issue —Social Media and Business Transformation: A Framework for Research785 cited
  • 2017Fifteen years of social media in emergencies: A retrospective review and future directions for crisis Informatics457 cited
  • 2019Social media for intelligent public information and warning in disasters: An interdisciplinary review293 cited
  • 2012The Evolving Role of the Public Information Officer: An Examination of Social Media in Emergency Management263 cited
  • 2017Social Media in Disaster Communication229 cited
  • 2020Using AI and Social Media Multimodal Content for Disaster Response and Management: Opportunities, Challenges, and Future Directions220 cited
  • 2018Examining the core knowledge on facebook190 cited
  • 2018Emergency information diffusion on online social media during storm Cindy in U.S.166 cited
  • 2009Web 2.0 Emergency Applications: How Useful Can Twitter be for Emergency Response?131 cited
  • 2011Seeking the trustworthy tweet: Can microblogged data fit the information needs of disaster response and humanitarian relief organizations120 cited
  • 2016Social media processes in disasters: Implications of emergent technology use93 cited

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2013
Aid is Out There: Looking for Help from Tweets during a Large Scale Disaster
90 cited
  • 2016Barriers to Use of Social Media by Emergency Managers88 cited
  • 2018CrisMap: a Big Data Crisis Mapping System Based on Damage Detection and Geoparsing74 cited
  • Cited by

    • 2025Classification and severity assessment of disaster losses based on multi-modal information in social media14 cited