Araştırma Makalesi

A Literature Review on Big Data and Social Media Usage in Disaster Management

Cilt: 1 Sayı: 2 31 Ekim 2018
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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

  1. 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.
  2. 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.
  3. 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.
  4. 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.
  5. 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.
  6. 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.
  7. Galindo, G., & Batta, R. (2013). Review of recent developments in OR/MS research in disaster operations management. European Journal of Operational Research, 201-211.
  8. 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

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

Kaynak Göster

APA
Dereli, T., Çelik, N., & Çetinkaya, C. (2018). A Literature Review on Big Data and Social Media Usage in Disaster Management. Afet ve Risk Dergisi, 1(2), 114-125. https://doi.org/10.35341/afet.453396
AMA
1.Dereli T, Çelik N, Çetinkaya C. A Literature Review on Big Data and Social Media Usage in Disaster Management. Afet ve Risk Dergisi. 2018;1(2):114-125. doi:10.35341/afet.453396
Chicago
Dereli, Türkay, Nazmiye Çelik, ve Cihan Çetinkaya. 2018. “A Literature Review on Big Data and Social Media Usage in Disaster Management”. Afet ve Risk Dergisi 1 (2): 114-25. https://doi.org/10.35341/afet.453396.
EndNote
Dereli T, Çelik N, Çetinkaya C (01 Ekim 2018) A Literature Review on Big Data and Social Media Usage in Disaster Management. Afet ve Risk Dergisi 1 2 114–125.
IEEE
[1]T. Dereli, N. Çelik, ve C. Çetinkaya, “A Literature Review on Big Data and Social Media Usage in Disaster Management”, Afet ve Risk Dergisi, c. 1, sy 2, ss. 114–125, Eki. 2018, doi: 10.35341/afet.453396.
ISNAD
Dereli, Türkay - Çelik, Nazmiye - Çetinkaya, Cihan. “A Literature Review on Big Data and Social Media Usage in Disaster Management”. Afet ve Risk Dergisi 1/2 (01 Ekim 2018): 114-125. https://doi.org/10.35341/afet.453396.
JAMA
1.Dereli T, Çelik N, Çetinkaya C. A Literature Review on Big Data and Social Media Usage in Disaster Management. Afet ve Risk Dergisi. 2018;1:114–125.
MLA
Dereli, Türkay, vd. “A Literature Review on Big Data and Social Media Usage in Disaster Management”. Afet ve Risk Dergisi, c. 1, sy 2, Ekim 2018, ss. 114-25, doi:10.35341/afet.453396.
Vancouver
1.Türkay Dereli, Nazmiye Çelik, Cihan Çetinkaya. A Literature Review on Big Data and Social Media Usage in Disaster Management. Afet ve Risk Dergisi. 01 Ekim 2018;1(2):114-25. doi:10.35341/afet.453396

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