Decision-Making Method That Prioritizes User Ranking by Using Intuitionistic Fuzzy Soft Set

Gözde Yaylalı Umul

doi:10.31466/kfbd.1618462

EN TR

Decision-Making Method That Prioritizes User Ranking by Using Intuitionistic Fuzzy Soft Set

Öz

Decision-making holds significant importance in real life applications. To manage uncertainties in practical applications, soft sets, fuzzy sets and fuzzy soft sets are commonly used nowadays. Also, the effectiveness of intuitionistic fuzzy soft sets has been highlighted in numerous studies. In daily life, considering users priorities in decisions always affects the decision, for this reason, user priority ranking is important in a decision-making algorithm. This study aims to address decision-making problems by using fuzzy soft set (FSS) and intuitionistic fuzzy soft set (IFSS) frameworks. A key distinction of this work is its consideration of user priority rankings, which are integrated into the decision-making algorithms. This paper introduces two algorithms for decision-making: first one based on fuzzy soft sets and the second one based on intuitionistic fuzzy soft sets. Both approaches enable a user to select an object from a group of multi-attribute objects by considering priority ranking of the user for the attributes, thereby identifying the most suitable choice.

Anahtar Kelimeler

Fuzzy set, Fuzzy soft set, Intuitionistic fuzzy soft set, Decision making

Sezgisel Bulanık Esnek Küme Kullanarak Kullanıcı Sıralamasını Önceliklendiren Karar Verme Yöntemi

Öz

Karar verme, gerçek yaşam uygulamalarında önemli bir yere sahiptir. Pratik uygulamalarda belirsizlikleri yönetmek için günümüzde esnek kümeler, bulanık kümeler ve bulanık esnek kümeler yaygın olarak kullanılmaktadır. Ayrıca sezgisel bulanık esnek kümelerin etkinliği çok sayıda çalışmada vurgulanmıştır. Günlük yaşamda, kararlarda kullanıcıların önceliklerini dikkate almak her zaman kararı etkiler, bu nedenle bir karar verme algoritmasında kullanıcı öncelik sıralaması önemli bir yere sahiptir. Bu çalışma, bulanık esnek küme (FSS) ve sezgisel bulanık esnek küme (IFSS) çerçevelerini kullanarak karar verme problemlerini ele almayı amaçlamaktadır. Bu çalışmanın temel farkı, karar verme algoritmalarına entegre edilen kullanıcı öncelik sıralamalarını dikkate almasıdır. Bu makale karar verme için iki algoritma tanıtmaktadır: birincisi bulanık esnek kümelere dayalı ve ikincisi sezgisel bulanık esnek kümelere dayalıdır. Her iki yaklaşım da kullanıcının nitelikler için öncelik sıralamasını dikkate alarak çok nitelikli nesnelerden oluşan bir gruptan bir nesne seçmesini ve böylece en uygun seçeneği belirlemesini sağlar.

Anahtar Kelimeler

Bulanık küme, Bulanık esnek küme, Sezgisel bulanık esnek küme, Karar verme

Kaynakça

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Ayrıntılar

Birincil Dil

İngilizce

Konular

Yazılım Mühendisliği (Diğer)

Bölüm

Araştırma Makalesi

Yazarlar

Gözde Yaylalı Umul ^*
0000-0001-8191-2674
Türkiye

Yayımlanma Tarihi

15 Haziran 2025

Gönderilme Tarihi

12 Ocak 2025

Kabul Tarihi

8 Nisan 2025

Yayımlandığı Sayı

Yıl 2025 Cilt: 15 Sayı: 2

DOI

https://doi.org/10.31466/kfbd.1618462

IZ

https://izlik.org/JA44HR39WB

APA

Yaylalı Umul, G. (2025). Decision-Making Method That Prioritizes User Ranking by Using Intuitionistic Fuzzy Soft Set. Karadeniz Fen Bilimleri Dergisi, 15(2), 764-786. https://doi.org/10.31466/kfbd.1618462

AMA

1.Yaylalı Umul G. Decision-Making Method That Prioritizes User Ranking by Using Intuitionistic Fuzzy Soft Set. KFBD. 2025;15(2):764-786. doi:10.31466/kfbd.1618462

Chicago

Yaylalı Umul, Gözde. 2025. “Decision-Making Method That Prioritizes User Ranking by Using Intuitionistic Fuzzy Soft Set”. Karadeniz Fen Bilimleri Dergisi 15 (2): 764-86. https://doi.org/10.31466/kfbd.1618462.

EndNote

Yaylalı Umul G (01 Haziran 2025) Decision-Making Method That Prioritizes User Ranking by Using Intuitionistic Fuzzy Soft Set. Karadeniz Fen Bilimleri Dergisi 15 2 764–786.

IEEE

[1]G. Yaylalı Umul, “Decision-Making Method That Prioritizes User Ranking by Using Intuitionistic Fuzzy Soft Set”, KFBD, c. 15, sy 2, ss. 764–786, Haz. 2025, doi: 10.31466/kfbd.1618462.

ISNAD

Yaylalı Umul, Gözde. “Decision-Making Method That Prioritizes User Ranking by Using Intuitionistic Fuzzy Soft Set”. Karadeniz Fen Bilimleri Dergisi 15/2 (01 Haziran 2025): 764-786. https://doi.org/10.31466/kfbd.1618462.

JAMA

1.Yaylalı Umul G. Decision-Making Method That Prioritizes User Ranking by Using Intuitionistic Fuzzy Soft Set. KFBD. 2025;15:764–786.

MLA

Yaylalı Umul, Gözde. “Decision-Making Method That Prioritizes User Ranking by Using Intuitionistic Fuzzy Soft Set”. Karadeniz Fen Bilimleri Dergisi, c. 15, sy 2, Haziran 2025, ss. 764-86, doi:10.31466/kfbd.1618462.

Vancouver

1.Gözde Yaylalı Umul. Decision-Making Method That Prioritizes User Ranking by Using Intuitionistic Fuzzy Soft Set. KFBD. 01 Haziran 2025;15(2):764-86. doi:10.31466/kfbd.1618462

Karadeniz Fen Bilimleri Dergisinde yayınlanan makaleler Creative Commons Attribution-NonCommercial 4.0 International kapsamında lisanslanmıştır.

Decision-Making Method That Prioritizes User Ranking by Using Intuitionistic Fuzzy Soft Set

Öz

Anahtar Kelimeler

Sezgisel Bulanık Esnek Küme Kullanarak Kullanıcı Sıralamasını Önceliklendiren Karar Verme Yöntemi

Öz

Anahtar Kelimeler

Kaynakça

Ayrıntılar

Birincil Dil

Konular

Bölüm

Yazarlar

Yayımlanma Tarihi

Gönderilme Tarihi

Kabul Tarihi

Yayımlandığı Sayı

DOI

IZ

Kaynak Göster