A Literature Review on Big Data and Social Media Usage in Disaster Management
Abstract
Most of the disaster management activities are naturally related to traditional operation research and management science applications. But recently, big data information technology and social media in particular has become an integral part of disaster management. Relevant information taken from social media and the intelligent web has increased the situational awareness of decision makers. Disaster management decisions have important impacts on; the safety of disaster victims, environment, economic systems, organizations etc. Reliable, timely, consistent, sufficient and qualified information is critical in the phases of disaster management. In this study, a literature review is conducted considering big data and social media in the light of disaster management and specifically disaster relief.
Keywords
Kaynakça
- Acerbo, F., & Rossi, C. (2017). Filtering Informative Tweets during Emergencies:A Machine Learning Approach. Proceedings of the First CoNEXT Workshop on ICT Tools for Emergency Networks and DisastEr Relief, (pp. 1-6). Incheon, Republic of Korea.
- Alshareef, H., & Grigoras, D. (2016). Using social media and the mobile cloud to enhance emergency and risk management. . 15 th International Symposium on Parallel and Distributed Computing, (pp. 92-99). Fuzhou, China.
- Ancheta, J., Sy, C., Maceda, L., Oco, N., & Roxas, R. (2017). Computer-assisted thematic analysis of Typhoon. Proc. of the 2017 IEEE Region 10 Conference (TENCON), (pp. 723-726). Malaysia.
- Basu, M., Ghosh, K., Das, S., Dey, R., Bandyopadhyay, S., & Ghosh, S. (2017). Identifying Post-Disaster Resource Needs and Availabilities from Microblogs. IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, (pp. 427-430). Sydney, Australia.
- Caragea, C., McNeese, N., Jaiswal, A., Tarylor, G., & Mitra, P. (2011). Classifying Text Messages for the Haiti Earthquake. 8th International ISCRAM Conference, (pp. 1-10). Lisbon,Portugal.
- Cherichi, S., & Larodec, R. (2016). Using Big Data Values to Enhance Social Event Detection Pattern. Computer Systems and Applications (AICCSA), 2016 IEEE/ACS 13th International Conference of. Morocco.
- Galindo, G., & Batta, R. (2013). Review of recent developments in OR/MS research in disaster operations management. European Journal of Operational Research, 201-211.
- Gupta, S., Altay, N., & Luo, Z. (2017). Big Data in Humanitarian Supply Chain Management: a Review and Further Research Directions. Ann Oper Res.
Ayrıntılar
Birincil Dil
İngilizce
Konular
Mühendislik
Bölüm
Araştırma Makalesi
Yazarlar
Türkay Dereli
Türkiye
Nazmiye Çelik
*
Bu kişi benim
Türkiye
Cihan Çetinkaya
Bu kişi benim
Türkiye
Yayımlanma Tarihi
31 Ekim 2018
Gönderilme Tarihi
14 Ağustos 2018
Kabul Tarihi
31 Ekim 2018
Yayımlandığı Sayı
Yıl 2018 Cilt: 1 Sayı: 2
Cited By
Acil durum ve afet yönetiminde süreç yaklaşımı ve teknoloji
Ömer Halisdemir Üniversitesi İktisadi ve İdari Bilimler Fakültesi Dergisi
https://doi.org/10.25287/ohuiibf.731103Web Tabanlı CBS Uygulamalarının Afet Riski Azaltmadaki Rolü
Resilience
https://doi.org/10.32569/resilience.1028577Big Data for Natural Disasters in an Urban Railroad Neighborhood: A Systematic Review
Smart Cities
https://doi.org/10.3390/smartcities3020012Social Media Support Mechanisms for Organizational Adaptation in Governmental Response to Extreme Natural Hazards
Natural Hazards Review
https://doi.org/10.1061/(ASCE)NH.1527-6996.0000555KAHRAMANMARAŞ DEPREMLERİNDEN SONRA TWİTTER ETİKETLERİNİN KRİZ YÖNETİMİ BAĞLAMINDA ANALİZİ
Akademik Yaklaşımlar Dergisi
https://doi.org/10.54688/ayd.1412222Afet Yönetimi Açısından Sosyal Medya: Fırsatlar ve Riskler
Türk Deprem Araştırma Dergisi
https://doi.org/10.46464/tdad.1538677