Innovative financial solutions for sustainable investments using artificial intelligence-based hybrid fuzzy decision-making approach in carbon capture technologies

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dc.contributor.authorYüksel, Serhat
dc.contributor.authorEti, Serkan
dc.contributor.authorDinçer, Hasan
dc.contributor.authorGökalp, Yaşar
dc.contributor.authorOlaru, Gabriela Oana
dc.contributor.authorKalaycı Oflaz, Nihal
dc.date.accessioned2026-01-14T09:33:56Z
dc.date.available2026-01-14T09:33:56Z
dc.date.issued2025
dc.departmentİstanbul Medipol Üniversitesi, İletişim Fakültesi, Medya ve Görsel Sanatlar Bölümü
dc.departmentİstanbul Medipol Üniversitesi, İMÜ Meslek Yüksekokulu, Bilgisayar Programcılığı Ana Bilim Dalı
dc.departmentİstanbul Medipol Üniversitesi, İşletme ve Yönetim Bilimleri Fakültesi, Uluslararası Ticaret ve Finansman Bölümü
dc.departmentİstanbul Medipol Üniversitesi, Sağlık Bilimleri Fakültesi, Sağlık Yönetimi Bölümü
dc.description.abstractHigh costs, technical difficulties, and policy uncertainties are the main challenges in carbon capture technology investments. Therefore, innovative financial products are required to develop projects that overcome these difficulties. Some issues must be considered when developing innovative financial products. An important problem in this process is that these features cannot possibly exist together in the new financial product, because each of these features incurs some costs. Therefore, identifying the most important features of innovative financial products is necessary. Accordingly, this study develops a new and innovative financial product to increase the effectiveness of investments in carbon capture technologies. For this purpose, a novel artificial intelligence (AI)-based fuzzy decision-making model is constructed. First, the weights of the experts were calculated by considering AI methodology. Second, the factors affecting investment in carbon capture technologies were weighted using a spherical fuzzy DEMATEL. Finally, the financial features required for investments were ranked using the spherical fuzzy ARAS method. This study’s main contribution is its creation of a novel fuzzy decision-making model by integrating AI methodology with fuzzy decision-making theory. In this process, the weights of the experts are calculated using an AI approach. It is concluded that cost-effectiveness must be prioritized in the development of new financial products. Technological competence is another aspect that should be considered in this process. However, innovative financial products should include risk management and flexible financing.
dc.identifier.citationYüksel, S., Eti, S., Dinçer, H., Gökalp, Y., Olaru, G. O. ve Kalaycı Oflaz, N. (2025). Innovative financial solutions for sustainable investments using artificial intelligence-based hybrid fuzzy decision-making approach in carbon capture technologies. Financial Innovation, 11(1). http://dx.doi.org/10.1186/s40854-024-00671-x
dc.identifier.doi10.1186/s40854-024-00671-x
dc.identifier.issn2199-4730
dc.identifier.issue1
dc.identifier.scopus2-s2.0-85214022106
dc.identifier.scopusqualityQ1
dc.identifier.urihttp://dx.doi.org/10.1186/s40854-024-00671-x
dc.identifier.urihttps://hdl.handle.net/20.500.12511/13373
dc.identifier.volume11
dc.identifier.wosWOS:001389125100002
dc.identifier.wosqualityQ1
dc.indekslendigikaynakWeb of Science
dc.indekslendigikaynakScopus
dc.institutionauthorYüksel, Serhat
dc.institutionauthorEti, Serkan
dc.institutionauthorDinçer, Hasan
dc.institutionauthorGökalp, Yaşar
dc.institutionauthorOlaru, Gabriela Oana
dc.institutionauthorKalaycı Oflaz, Nihal
dc.institutionauthorid0000-0002-9858-1266
dc.institutionauthorid0000-0002-4791-4091
dc.institutionauthorid0000-0002-8072-031X
dc.institutionauthorid0000-0002-3390-4597
dc.institutionauthorid0000-0001-9486-3349
dc.institutionauthorid0000-0002-8252-5868
dc.language.isoen
dc.relation.ispartofFinancial Innovation
dc.relation.publicationcategoryMakale - Uluslararası Hakemli Dergi - Kurum Öğretim Elemanı
dc.rightsinfo:eu-repo/semantics/openAccess
dc.rightsAttribution 4.0 International
dc.rights.urihttps://creativecommons.org/licenses/by/4.0/
dc.subjectArtificial Intelligence
dc.subjectCarbon Capture Technologies
dc.subjectFlexible Payments
dc.subjectInnovative Financial Product
dc.subjectRisk Management
dc.subjectSpherical Fuzzy Sets
dc.titleInnovative financial solutions for sustainable investments using artificial intelligence-based hybrid fuzzy decision-making approach in carbon capture technologies
dc.typeArticle

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