A Bipolar Fuzzy Credibility Decision-Making Technique for Evaluating Pregnant Women With Extremely Risky Comorbid Diabetes
Abstract
Diabetes during pregnancy is an important problem for both women's health and newborn health due to its lifelong effects starting from the womb and requires careful monitoring with a multidisciplinary approach. Although the risks continue after birth, problems that can extend into childhood, especially newborn respiratory diseases, jaundice, hypoglycemia and hypocalcemia, can be seen. This work proposes decision making system (DMS) that uses bipolar fuzzy credibility numbers (BFCN), multicriteria decision making (MDM) and TOPSIS procedures (techniques) to handle this problem. Pregnant women's risk of diabetes will be evaluated using this method. The importance and necessity of the BFCN in the issue of uncertain decision-making are demonstrated by the degree of credibility of the vague assessment measure. The uncertain judgment measures should be closely linked to their credibility measures in order to increase the degrees of credibility and the credibility levels of vague assessment standards. This will increase the accessibility and reliability of evaluation data. Namely, in the work, the factors that trigger diabetes during pregnancy in women were investigated, the symptoms that manifested these factors were determined and the risks and effects of this condition on maternal and fetal health were examined. Additionally, a ranking model and comparison are given for BFCNs in the last section via score and accuracy matrices.
Keywords
References
- [1] L.A. Zadeh, Fuzzy sets, Inf. Control, 8(3) (1965), 338–353. $\href{https://doi.org/10.1016/S0019-9958(65)90241-X}{\mbox{[CrossRef]}} \href{https://www.scopus.com/pages/publications/34248666540?origin=resultslist}{\mbox{[Scopus]}} \href{https://www.webofscience.com/wos/woscc/full-record/WOS:A19656567900007}{\mbox{[Web of Science]}} $
- [2] K. Atanassov, S. Stoeva, Intuitionistic fuzzy sets, Polish Symp. on Interval and Fuzzy Mathematics, Poznan, (1983) 23-26.
- [3] M. Abdel-Basset, M. Saleh, A. Gamal and F. Smarandache, An approach of TOPSIS technique for developing supplier selection with group decision making under type-2 neutrosophic number, Appl. Soft Comput., 77 (2019), 438-452. $ \href{https://doi.org/10.1016/j.asoc.2019.01.035}{\mbox{[CrossRef]}} \href{https://www.scopus.com/pages/publications/85061254430?origin=resultslist}{\mbox{[Scopus]}} \href{https://www.webofscience.com/wos/woscc/full-record/WOS:000462042200033}{\mbox{[Web of Science]}} $
- [4] S.J. Chen and C.L. Hwang, Fuzzy Multiple Attribute Decision Making, Springer, Berlin, Heidelberg, (1992). $ \href{https://doi.org/10.1007/978-3-642-46768-4}{\mbox{[CrossRef]}} $
- [5] M. Khan, S. Anis, F. Smarandache and Y.B. Jun, Neutrosophic N structures and their applications in semigroups, Ann. Fuzzy Math. Inform., 14(6) (2017), 583–598. $\href{https://fs.unm.edu/neut/NeutrosophicNStructures.pdf}{\mbox{[Web]}} $
- [6] G. Muhiuddin, F. Smarandache and Y.B. Jun, Neutrosophic quadruple ideals in neutrosophic quadruple BCI-algebras, NSS, 25 (2019), 161-173. $ \href{https://doi.org/10.5281/zenodo.2631518}{\mbox{[CrossRef]}} \href{https://www.webofscience.com/wos/woscc/full-record/WOS:000471293800011}{\mbox{[Web of Science]}} $
- [7] F. Smarandache, Unifying Field in Logics: Neutrosophic Logic. Neutrosophy, Neutrosophic Set, neutrosophic probability, American Research Press, Rehoboth, (1999). $ \href{https://doi.org/10.48550/arXiv.math/0101228}{\mbox{[CrossRef]}} $
- [8] W.R. Zhang, Bipolar fuzzy sets and relations: a computational framework for cognitive modeling and multiagent decision analysis, First International Joint Conference of The North American Fuzzy Information Processing Society Biannual Conference, San Antonio, USA, 305-309, (1994),. $ \href{https://doi.org/10.1109/IJCF.1994.375115}{\mbox{[CrossRef]}} \href{https://www.scopus.com/pages/publications/0028736025?origin=resultslist}{\mbox{[Scopus]}} $
Details
Primary Language
English
Subjects
Mathematical Methods and Special Functions
Journal Section
Research Article
Authors
Zarife Zararsız
*
0000-0003-4173-672X
Türkiye
Nagarajan Deivanayagam Pillai
This is me
India
Publication Date
March 30, 2026
Submission Date
November 1, 2025
Acceptance Date
February 3, 2026
Published in Issue
Year 2026 Volume: 9 Number: 1
