Araştırma Makalesi

Exploiting Fuzzy Strength Relations of Social Behaviors on a Graph Model

Cilt: 5 Sayı: 2 23 Aralık 2025
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Exploiting Fuzzy Strength Relations of Social Behaviors on a Graph Model

Öz

Fuzzy logic offers sociology a flexible, mathematical framework to capture the nuances of social reality, especially where ambiguity and subjective experience are central. This approach enables a more accurate and rich analysis of social systems and human behavior. Fuzzy relations represent the strength or closeness of social relations. Fuzzy relations methods measure the degree of closeness, conflict, or cooperation between social groups, providing a more nuanced understanding of intergroup relationships. In this study, the similarity relations between societies are evaluated by using the fuzzy logic method. Fuzzy logic provides a powerful relational model through membership degrees between 0 and 1. This work aims to present the mathematical model of the similarity relations among social groups. Regions belonging to social groups are presented through a graph model. Membership degrees are assigned to the parameters representing social differentiations. Similarity matrices of the regions are calculated using the algorithm proposed in this study. Fuzzy equivalence and tolerance relations of the regions are observed in similarity matrices. The fuzzy composition method is used to strengthen the similarity between regions. As a result of this study, the similarity effect of social differentiation parameters on regions can be observed through similarity matrices and graphs.

Anahtar Kelimeler

Kaynakça

  1. P. Murthy, “Fuzzy Logical Techniques in Social Science Research, Application and Adoption,” SSRN Electronic Journal, 2019. [Online]. Available: https://ssrn.com/abstract=3394030 doi: 10.2139/ssrn.3394030
  2. T. Kron, “Fuzzy-logic for sociology,” in Proc. 2008 Annual Meeting of the North American Fuzzy Information Processing Society (NAFIPS), New York, NY, USA, 2008, pp. 1–5. doi: 10.1109/NAFIPS.2008.4531331
  3. L. L. Pipino and J. P. V. Gigch, “Potential impact of fuzzy sets on the social sciences,” Cybernetics and Systems, vol. 12, no. 1–2, pp. 21–35, 1981. doi: 10.1080/01969728108927662
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  5. C. C. Ragin and P. Pennings, “Fuzzy sets and social research,” Sociological Methods and Research, vol. 33, no. 4, pp. 423–430, 2005.
  6. M. Smithson, “Fuzzy set inclusion: Linking fuzzy set methods with mainstream techniques,” Sociological Methods & Research, vol. 33, no. 4, pp. 431–461, 2005.
  7. M. Smithson and J. Verkuilen, Fuzzy Set Theory: Applications in the Social Sciences, Quantitative Applications in the Social Sciences series. Thousand Oaks, CA, USA: Sage, 2006.
  8. L. Winter and T. Kron, “Fuzzy thinking in sociology,” in Views on Fuzzy Sets and Systems from Different Perspectives, R. Seising, Ed. Berlin, Heidelberg: Springer, 2009, vol. 243, pp. 331–342. doi: 10.1007/978-3-540-93802-6_14

Ayrıntılar

Birincil Dil

İngilizce

Konular

Bulanık Hesaplama

Bölüm

Araştırma Makalesi

Yayımlanma Tarihi

23 Aralık 2025

Gönderilme Tarihi

17 Ekim 2025

Kabul Tarihi

17 Aralık 2025

Yayımlandığı Sayı

Yıl 2025 Cilt: 5 Sayı: 2

Kaynak Göster

APA
Emek, S., & Aytekin, M. B. (2025). Exploiting Fuzzy Strength Relations of Social Behaviors on a Graph Model. Journal of Artificial Intelligence and Data Science, 5(2), 99-109. https://izlik.org/JA28RS46RS
AMA
1.Emek S, Aytekin MB. Exploiting Fuzzy Strength Relations of Social Behaviors on a Graph Model. Journal of Artificial Intelligence and Data Science. 2025;5(2):99-109. https://izlik.org/JA28RS46RS
Chicago
Emek, Sevcan, ve Melike Beyza Aytekin. 2025. “Exploiting Fuzzy Strength Relations of Social Behaviors on a Graph Model”. Journal of Artificial Intelligence and Data Science 5 (2): 99-109. https://izlik.org/JA28RS46RS.
EndNote
Emek S, Aytekin MB (01 Aralık 2025) Exploiting Fuzzy Strength Relations of Social Behaviors on a Graph Model. Journal of Artificial Intelligence and Data Science 5 2 99–109.
IEEE
[1]S. Emek ve M. B. Aytekin, “Exploiting Fuzzy Strength Relations of Social Behaviors on a Graph Model”, Journal of Artificial Intelligence and Data Science, c. 5, sy 2, ss. 99–109, Ara. 2025, [çevrimiçi]. Erişim adresi: https://izlik.org/JA28RS46RS
ISNAD
Emek, Sevcan - Aytekin, Melike Beyza. “Exploiting Fuzzy Strength Relations of Social Behaviors on a Graph Model”. Journal of Artificial Intelligence and Data Science 5/2 (01 Aralık 2025): 99-109. https://izlik.org/JA28RS46RS.
JAMA
1.Emek S, Aytekin MB. Exploiting Fuzzy Strength Relations of Social Behaviors on a Graph Model. Journal of Artificial Intelligence and Data Science. 2025;5:99–109.
MLA
Emek, Sevcan, ve Melike Beyza Aytekin. “Exploiting Fuzzy Strength Relations of Social Behaviors on a Graph Model”. Journal of Artificial Intelligence and Data Science, c. 5, sy 2, Aralık 2025, ss. 99-109, https://izlik.org/JA28RS46RS.
Vancouver
1.Sevcan Emek, Melike Beyza Aytekin. Exploiting Fuzzy Strength Relations of Social Behaviors on a Graph Model. Journal of Artificial Intelligence and Data Science [Internet]. 01 Aralık 2025;5(2):99-109. Erişim adresi: https://izlik.org/JA28RS46RS