The Use of Artificial Intelligence in Disaster Zones
Abstract views: 364 / PDF downloads: 179
DOI:
https://doi.org/10.5281/zenodo.10429545Keywords:
artificial intelligence, machine learning, disaster, innovationAbstract
This study; It is a field survey examining the current active applications of inspiring artificial intelligence possibilities for disaster areas. Artificial intelligence; It is a technology that makes a positive contribution to combating disasters such as earthquakes, floods, fires and landslides. Rather than healing the wounds of a disaster, ensuring that it does not turn into a disaster will be the most effective measure. As a matter of fact, disasters are defined as "natural events" as long as there is no loss of life or property. It is possible for a disaster to remain a natural event, just like wind or rain, by preventing it from turning into a disaster. Therefore, the first goal to focus on should be "prevention". In this context, there are some concrete and successful examples of artificial intelligence currently being used. In the study, the applications of artificial intelligence in the fields of disaster preparation-prevention, early warning, maintenance and repair, risk analysis, search & rescue and damage assessment will be discussed and some suggestions will be made. In addition, the contributions of machine learning or artificial intelligence are mundeniable in the software developed for all these areas.
References
Adıgüzel, Selminaz. "Afet durumlarında yapay zekâ teknolojisi ile lojistik yönetimi örnekleri." Akademik İzdüşüm Dergisi 7.1 (2022): 47-70.
Bilgehan, Mahmut. "Kentsel dönüşümde afetlere dirençli yapılar." Çevre Şehir ve İklim Dergisi 2.4 (2023): 282-301.
Canpolat, B. & Okay Ahi, G. (2021). Akıllı Telefonda Derin Öğrenme ile Deprem Erken Uyarı Sistemi Tasarımı. Avrupa Bilim ve Teknoloji Dergisi, (25), 23-27.
Ekmekcioğlu, Alper. "Robotların kamu güvenliğinde kullanımı: Mekânsal bir sınıflandırma." SAVSAD Savunma ve Savaş Araştırmaları Dergisi 33.1 (2023): 145-176.
İsbir, B. & Kaya, Aslıcan. "Güvenlik ve Acil Durum Koordinasyon Merkezi (GAMER) ve Yapay Zekânın Afetlerde Uygulanabilirliği." Afet ve Risk Dergisi 5.2 (2022): 601-622.
Özdemir, Leyla & Aylin, Bilgin. "Sağlıkta yapay zekânın kullanımı ve etik sorunlar." Sağlık ve Hemşirelik Yönetimi Dergisi 8.3 (2021): 439-445.
Smith, J. A., & Jones, M. B. (2021). Artificial intelligence in disaster management: A review of current applications and future prospects. Journal of Emergency Management, 15(2), 45-58.
Tuğaç, Çiğdem. "İklim değişikliği ve yapay zekâ: fırsatlar ve sorunlar." Hitit Sosyal Bilimler Dergisi 16.1 (2023): 74-94.
Wang, L., & Chen, Y. (2019). Enhancing disaster response through the integration of unmanned aerial vehicles and artificial intelligence. International Journal of Disaster Risk Reduction, 34, 112-120.
Johnson, R. C., & Patel, S. (2020). The role of big data analytics in predicting and mitigating natural disasters. Journal of Applied Information Science, 8(3), 220-235.
Downloads
Published
How to Cite
Issue
Section
License
Copyright (c) 2023 International Journal of Educational and Social Sciences
This work is licensed under a Creative Commons Attribution 4.0 International License.