Artificial Intelligence Tools in Misinformation Management during Natural Disasters
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DOI: 10.1007/s11115-025-00815-2
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- Kathleen Tierney & Christine Bevc & Erica Kuligowski, 2006. "Metaphors Matter: Disaster Myths, Media Frames, and Their Consequences in Hurricane Katrina," The ANNALS of the American Academy of Political and Social Science, , vol. 604(1), pages 57-81, March.
- Alessandro Lovari, 2020. "Spreading (Dis)Trust: Covid-19 Misinformation and Government Intervention in Italy," Media and Communication, Cogitatio Press, vol. 8(2), pages 458-461.
- Barnes, M.D. & Hanson, C.L. & Novilla, L.M.B. & Meacham, A.T. & McIntyre, E. & Erickson, B.C., 2008. "Analysis of media agenda setting during and after Hurricane Katrina: Implications for emergency preparedness, disaster response, and disaster policy," American Journal of Public Health, American Public Health Association, vol. 98(4), pages 604-610.
- Iftikhar Ahmad & Muhammad Yousaf & Suhail Yousaf & Muhammad Ovais Ahmad, 2020. "Fake News Detection Using Machine Learning Ensemble Methods," Complexity, Hindawi, vol. 2020, pages 1-11, October.
- Alessandro Lovari, 2020. "Spreading (Dis)Trust: Covid-19 Misinformation and Government Intervention in Italy," Media and Communication, Cogitatio Press, vol. 8(2), pages 458-461.
- Stephan Leitner & Bartosz Gula & Dietmar Jannach & Ulrike Krieg-Holz & Friederike Wall, 2021.
"Understanding the dynamics emerging from infodemics: a call to action for interdisciplinary research,"
SN Business & Economics, Springer, vol. 1(1), pages 1-18, January.
- Stephan Leitner & Bartosz Gula & Dietmar Jannach & Ulrike Krieg-Holz & Friederike Wall, 2020. "Understanding the dynamics emerging from infodemics: A call to action for interdisciplinary research," Papers 2007.12226, arXiv.org, revised Oct 2020.
- Kyle Hunt & Bairong Wang & Jun Zhuang, 2020. "Misinformation debunking and cross-platform information sharing through Twitter during Hurricanes Harvey and Irma: a case study on shelters and ID checks," Natural Hazards: Journal of the International Society for the Prevention and Mitigation of Natural Hazards, Springer;International Society for the Prevention and Mitigation of Natural Hazards, vol. 103(1), pages 861-883, August.
- M. Reza Hashemi & Malcolm L. Spaulding & Alex Shaw & Hamed Farhadi & Matt Lewis, 2016. "An efficient artificial intelligence model for prediction of tropical storm surge," Natural Hazards: Journal of the International Society for the Prevention and Mitigation of Natural Hazards, Springer;International Society for the Prevention and Mitigation of Natural Hazards, vol. 82(1), pages 471-491, May.
- Bartel Van de Walle & Julie Dugdale, 2012. "Information management and humanitarian relief coordination: findings from the Haiti earthquake response," International Journal of Business Continuity and Risk Management, Inderscience Enterprises Ltd, vol. 3(4), pages 278-305.
- Jeongmin Oh & Daewoong Lee, 2022. "Role of trust in government and collaboration in building disaster resilience," Social Science Quarterly, Southwestern Social Science Association, vol. 103(7), pages 1647-1658, December.
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Keywords
Misinformation; Natural disasters; Artificial intelligence; Natural language processing; Emergency response; Public trust;All these keywords.
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