A novel interval valued circular intuitionistic fuzzy AHP methodology: Application in digital transformation project selection

Basit Öğe Kaydı
dc.contributor.authorOtay, Irem
dc.contributor.authorOnar, Sezi Cevik
dc.contributor.authorOztaysi, Basar
dc.contributor.authorKahraman, Cengiz
dc.date.accessioned2024-07-18T20:42:44Z
dc.date.available2024-07-18T20:42:44Z
dc.date.issued2023
dc.departmentİstanbul Bilgi Üniversitesien_US
dc.description.abstractSince its first introduction, ordinary fuzzy sets have been extended to new types of fuzzy sets as a tool of artificial intelligence techniques. One of the recently introduced fuzzy sets, Circular Intuitionistic Fuzzy (CIF) sets enable us to take into account instability of the membership and non-membership degrees with a circular area & its radius. In this study, we first introduce Interval Valued CIF (IVCIF) sets and their arithmetic operations to better incorporate the uncertainty and cover a broader domain. Then, we introduce a novel IVCIF Analytic Hierarchy Process (AHP) method and apply it to evaluate Digital Transformation (DT) projects with complex nature. DT projects requiring fundamental changes in processes, business models and cultures of the com-panies, contribute a significant value to the companies and increase their market shares; so that they can achieve long term success and competitive advantage. On the other hand, DT problems which are usually ill-defined and include incomplete information based on human judgments, necessitate fuzzy representation. For the success of a digital transformation and to contribute excellence in engineering applications, DT projects should be carefully analyzed. For these rea-sons, we focus on DT project evaluation problem in application. Also, sensitivity & comparative analyses are performed.en_US
dc.identifier.doi10.1016/j.ins.2023.119407
dc.identifier.issn0020-0255
dc.identifier.issn1872-6291
dc.identifier.scopus2-s2.0-85166481186en_US
dc.identifier.scopusqualityQ1en_US
dc.identifier.urihttps://doi.org/10.1016/j.ins.2023.119407
dc.identifier.urihttps://hdl.handle.net/11411/7398
dc.identifier.volume647en_US
dc.identifier.wosWOS:001053018800001en_US
dc.identifier.wosqualityN/Aen_US
dc.indekslendigikaynakWeb of Scienceen_US
dc.indekslendigikaynakScopusen_US
dc.language.isoenen_US
dc.publisherElsevier Science Incen_US
dc.relation.ispartofInformation Sciencesen_US
dc.relation.publicationcategoryMakale - Uluslararası Hakemli Dergi - Kurum Öğretim Elemanıen_US
dc.rightsinfo:eu-repo/semantics/closedAccessen_US
dc.subjectDigital Transformation Project Selectionen_US
dc.subjectIvcıf Ahpen_US
dc.subjectArtificial İntelligenceen_US
dc.subjectInterval Valued Circular İntuitionistic Fuzzy Setsen_US
dc.subjectAnalytic Hierarchy Processen_US
dc.subjectInformation-Technologyen_US
dc.subjectDecision-Makingen_US
dc.subjectOperationsen_US
dc.subjectModelen_US
dc.titleA novel interval valued circular intuitionistic fuzzy AHP methodology: Application in digital transformation project selection
dc.typeArticle

Dosyalar

Koleksiyon

Web of Science Indexed Publications
Scopus Indexed Publications