Determination of The Critical Success Factors in Disaster Management Through The Text Mining Assisted Ahp Approach

Halil İbrahim Cebeci; Yasemin Korkut

doi:10.35377/saucis.04.01.863190

EN

Determination of The Critical Success Factors in Disaster Management Through The Text Mining Assisted Ahp Approach

Abstract

In the academic field and as well as the application field, substantial attention has been drawn to coping with disasters. Since natural dangers causing a large proportion of disasters cannot be avoided, attempts to combat disasters have centered on preventing hazards from evolving into disasters through measures and restructuring works taken before, during, and after the disaster. There are many players involved in the disaster management process and many factors are influential in the effectiveness of this process. Among these factors, deciding the critical ones offers significant advantages, particularly in terms of practical studies. Concentrating on a single stakeholder in deciding the factors crucial to the success of this management structure, which has many stakeholders, can cause to ignoring the significant viewpoints of other stakeholder groups. Accordingly, for the evaluation of several success factors achieved as a result of a thorough and systematic literature review, the purpose of our study is to develop a common critical success factor model that will represent both the viewpoints of operational experts and academic experts, who constitute the stakeholders of this domain. Analytical Hierarchy Process (AHP) is utilized to determine the opinions of field experts while the text mining method was used to determine the perspectives of academics. In the study, therefore, a new AHP model assisted by text mining is introduced. Socio-cultural factors were brought to light by the analysis results of the suggested model. It has been determined by the results of the study that these two perspectives are overlapped largely in the organizational field and relatively in socio-cultural, environmental, and legal fields.

Keywords

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Details

Primary Language

English

Subjects

Software Engineering (Other)

Journal Section

Research Article

Authors

Halil İbrahim Cebeci
0000-0001-5058-7741
Türkiye

Yasemin Korkut ^*
0000-0002-4752-7606
Türkiye

Publication Date

April 30, 2021

Submission Date

January 18, 2021

Acceptance Date

February 5, 2021

Published in Issue

Year 1970 Volume: 4 Number: 1

DOI

https://doi.org/10.35377/saucis.04.01.863190

IZ

https://izlik.org/JA84XU64AU

Cite

RIS / Bibtex

APA

Cebeci, H. İ., & Korkut, Y. (2021). Determination of The Critical Success Factors in Disaster Management Through The Text Mining Assisted Ahp Approach. Sakarya University Journal of Computer and Information Sciences, 4(1), 50-72. https://doi.org/10.35377/saucis.04.01.863190

AMA

1.Cebeci Hİ, Korkut Y. Determination of The Critical Success Factors in Disaster Management Through The Text Mining Assisted Ahp Approach. SAUCIS. 2021;4(1):50-72. doi:10.35377/saucis.04.01.863190

Chicago

Cebeci, Halil İbrahim, and Yasemin Korkut. 2021. “Determination of The Critical Success Factors in Disaster Management Through The Text Mining Assisted Ahp Approach”. Sakarya University Journal of Computer and Information Sciences 4 (1): 50-72. https://doi.org/10.35377/saucis.04.01.863190.

EndNote

Cebeci Hİ, Korkut Y (April 1, 2021) Determination of The Critical Success Factors in Disaster Management Through The Text Mining Assisted Ahp Approach. Sakarya University Journal of Computer and Information Sciences 4 1 50–72.

IEEE

[1]H. İ. Cebeci and Y. Korkut, “Determination of The Critical Success Factors in Disaster Management Through The Text Mining Assisted Ahp Approach”, SAUCIS, vol. 4, no. 1, pp. 50–72, Apr. 2021, doi: 10.35377/saucis.04.01.863190.

ISNAD

Cebeci, Halil İbrahim - Korkut, Yasemin. “Determination of The Critical Success Factors in Disaster Management Through The Text Mining Assisted Ahp Approach”. Sakarya University Journal of Computer and Information Sciences 4/1 (April 1, 2021): 50-72. https://doi.org/10.35377/saucis.04.01.863190.

JAMA

1.Cebeci Hİ, Korkut Y. Determination of The Critical Success Factors in Disaster Management Through The Text Mining Assisted Ahp Approach. SAUCIS. 2021;4:50–72.

MLA

Cebeci, Halil İbrahim, and Yasemin Korkut. “Determination of The Critical Success Factors in Disaster Management Through The Text Mining Assisted Ahp Approach”. Sakarya University Journal of Computer and Information Sciences, vol. 4, no. 1, Apr. 2021, pp. 50-72, doi:10.35377/saucis.04.01.863190.

Vancouver

1.Halil İbrahim Cebeci, Yasemin Korkut. Determination of The Critical Success Factors in Disaster Management Through The Text Mining Assisted Ahp Approach. SAUCIS. 2021 Apr. 1;4(1):50-72. doi:10.35377/saucis.04.01.863190