An analysis of consumer opinions on waste medicine management utilizing fermatean fuzzy cognitive mapping

Kadaifci, Cigdem; Karadayi-Usta, Saliha; Yanmaz, Ozgur

doi:10.1016/j.envdev.2023.100961

Environmental Development

2024

DOI: 10.1016/j.envdev.2023.100961

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An analysis of consumer opinions on waste medicine management utilizing fermatean fuzzy cognitive mapping

Cigdem Kadaifci,

Saliha Karadayi-Usta,

Ozgur Yanmaz

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Cited by 4 publications

References 83 publications

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A Distance-Based Approach to Fuzzy Cognitive Maps Using Pythagorean Fuzzy Sets

Bozdag,

Kadaifci

2024

Int. J. Fuzzy Syst.

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Fuzzy Cognitive Maps (FCMs) have been attracting researchers from a wide application area due to being easy to apply and interpret. Since its proposal, the method has been improved to satisfy the diverse needs of practitioners such as solving different types of problems and representing particular types of uncertainty. The classical FCMs depend highly on the decision-maker judgments and the uncertainty inherent in the judgments deserves significant attention. Although there are several fuzzy extensions integrated into FCMs, the uncertainty caused by the lack of knowledge, the hesitancy of decision makers, and also the limited capacity of humans to deal with pre-defined rules should be considered. To address this issue, a new distance-based approach integrating Pythagorean Fuzzy Sets and FCMs is proposed. To the best of our knowledge, this is the first time this extension is integrated into FCMs. Besides allowing to represent the uncertainty until the end of the calculations, the new approach offers decision makers an easier and more flexible way to assess the strength of existing causal relationships. To provide a comparison between the proposed approach and the classical FCMs, two real-life applications are selected as case studies.

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A Distance-Based Approach to Fuzzy Cognitive Maps Using Pythagorean Fuzzy Sets

Bozdag,

Kadaifci

2024

Int. J. Fuzzy Syst.

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Role of artificial intelligence and augmented reality in fashion industry from consumer perspective: Sustainability through waste and return mitigation

Karadayi-Usta

2024

Engineering Applications of Artificial Intelligence

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Sustainable medical tourism service network with a stakeholder perspective

Karadayi-Usta

2024

Current Issues in Tourism

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An analysis of consumer opinions on waste medicine management utilizing fermatean fuzzy cognitive mapping

Cited by 4 publications

References 83 publications

A Distance-Based Approach to Fuzzy Cognitive Maps Using Pythagorean Fuzzy Sets

A Distance-Based Approach to Fuzzy Cognitive Maps Using Pythagorean Fuzzy Sets

Role of artificial intelligence and augmented reality in fashion industry from consumer perspective: Sustainability through waste and return mitigation

Sustainable medical tourism service network with a stakeholder perspective

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