Journal of Data Science and Modeling

INTELLIGENT MODELING OF PERSIAN VERNACULAR ARCHITECTURE BASED ON THE FUZZY DELPHI METHOD (FDM)

Document Type : Research Manuscript

Authors

Mostafa Azghandi 1
Mahdi Yaghoobi 2
Elham Fariborzi 1

1 Department of Educational Sciences, Mashhad Branch, Islamic Azad University, Mashhad, Iran

2 Computer and Electrical Engineering Department, Mashhad branch, Islamic Azad University, Mashhad, Iran

https://doi.org/10.22054/jdsm.2024.78060.1042
Abstract
By focusing on the fuzzy Delphi technique (FDM), the current research introduces a novel approach to modeling Persian vernacular architecture. Fuzzy Delphi is a more advanced version of the Delphi Method, which utilizes triangulation statistics to determine the distance between the levels of consensus within the expert panel and deals with the measurement uncertainty of qualitative data. In this sense, the main objective of the Delphi method is to acquire the most reliable consensus of a group of expert opinions; an advantage that helps the current study to answer the main question of the research, that is, determining the efficacy of fuzzy Delphi technique in intelligent modeling of Persian vernacular architecture. Therefore, in order to identify the main factors of the research model, systematic literature reviews as well as semi-structured interviews with experts were conducted. Then, with the usage of Qualitative Content Analysis (QCA), various themes were obtained and employed as the main factors of the research model. Finally, by utilizing the fuzzy Delphi technique, the present study examined the degree of certainty and accuracy of the factors in two stages and identified 28 factors in the modeling of Persian vernacular architecture.

Keywords

Intelligent modeling
Fuzzy Delphi
Vernacular architectural heritage
Sustainability awareness
Architectural education
Subjects
Journal of Data Science and Modeling
Volume 2, Issue 1 - Serial Number 3
December 2023
Pages 39-59

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