Defining the significant factors of currency exchange rate risk by considering text mining and fuzzy AHP

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dc.authorid0000-0001-8863-8348
dc.authorid0000-0002-8072-031X
dc.authorid0000-0002-9858-1266
dc.contributor.authorSilahtaroğlu, Gökhan
dc.contributor.authorDinçer, Hasan
dc.contributor.authorYüksel, Serhat
dc.date.accessioned2023-03-15T07:15:47Z
dc.date.available2023-03-15T07:15:47Z
dc.date.issued2021
dc.departmentİstanbul Medipol Üniversitesi, İşletme ve Yönetim Bilimleri Fakültesi, Yönetim Bilişim Sistemleri Bölümü
dc.departmentİstanbul Medipol Üniversitesi, İşletme ve Yönetim Bilimleri Fakültesi, Uluslararası Ticaret ve Finansman Bölümü
dc.description.abstractThis study aims to determine the factors affecting the exchange rate risk of companies. In this context, firstly, articles in the ScienceDirect database that contain exchange rate risk in their titles, abstracts, and keywords are provided. Single, double, and triple words were identified in 152 different studies that were published after 2018, which met the relevant criteria. As a result of the analysis of these words, 4 different criteria that could affect the exchange rate risk were determined. The relevant criteria were then weighted with fuzzy AHP. The findings indicate that the macroeconomic performance of countries is the most important determinant of exchange rate risk. In addition, wrong risk management practices of companies play also an important role for this risk. Thus, it is recommended that the government should design necessary regulations for the companies not to take too much currency exchange risk.
dc.identifier.citationSilahtaroğlu, G., Dinçer, H. ve Yüksel, S. (2021). Defining the significant factors of currency exchange rate risk by considering text mining and fuzzy AHP. Multiple Criteria Decision Making içinde (145-168. ss.). Springer Science and Business Media Deutschland GmbH. https://dx.doi.org/10.1007/978-3-030-74176-1_7
dc.identifier.doi10.1007/978-3-030-74176-1_7
dc.identifier.endpage168
dc.identifier.issn2366-0023
dc.identifier.scopus2-s2.0-85122825788
dc.identifier.scopusqualityN/A
dc.identifier.startpage145
dc.identifier.urihttps://dx.doi.org/10.1007/978-3-030-74176-1_7
dc.identifier.urihttps://hdl.handle.net/20.500.12511/10620
dc.indekslendigikaynakScopus
dc.institutionauthorSilahtaroğlu, Gökhan
dc.institutionauthorDinçer, Hasan
dc.institutionauthorYüksel, Serhat
dc.language.isoen
dc.publisherSpringer Science and Business Media Deutschland GmbH
dc.relation.ispartofMultiple Criteria Decision Makingen_US
dc.relation.publicationcategoryKitap Bölümü - Uluslararası
dc.rightsinfo:eu-repo/semantics/closedAccess
dc.subjectCurrency Exchange Rate Risk
dc.subjectFuzzy AHP
dc.subjectText Mining
dc.titleDefining the significant factors of currency exchange rate risk by considering text mining and fuzzy AHP
dc.typeBook Chapter

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