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dc.contributor.authorPryimak, Vasyl-
dc.contributor.authorLedzianowski, Jozef-
dc.contributor.authorHolubnyk, Olga-
dc.contributor.authorMalysiak, Justyna-
dc.date.accessioned2021-09-10T09:36:18Z-
dc.date.available2021-09-10T09:36:18Z-
dc.date.issued2021-
dc.identifier.citationPryimak, V., Ledzianowski, J., Holubnyk, O., & Malysiak, J. (2021). Fuzzy analysis of the development of regional labour markets of Ukraine. European Research Studies Journal, 24(1), 936-953.en_GB
dc.identifier.urihttps://www.um.edu.mt/library/oar/handle/123456789/80923-
dc.description.abstractPurpose: We propose to apply the theory of fuzzy logic and fuzzy sets, as well as modern information technologies, as neural networks, to assess the state of the labor market. Design/Methodology/Approach: The article considers the procedure of fuzzy assessment of the state of the regional labor market on the basis of the construction of a generalized indicator, the value of which increases with the improvement of the state. In the process of calculations, 16 primary indicators were used, the values of some of which were obtained statistically, and others - by experts. In this paper, the values of the result generalized indicator "Level of development of the regional labor market" for the regions of Ukraine for 2007-2017 are obtained. The Fuzzy Logic Toolbox module of the MatLab program was used to automate the calculations. Findings: The results show that the global financial and economic crisis of 2008 and the Russian aggression in eastern Ukraine in 2014 affected the state of its regional labor markets. However, the regulatory measures used by the state in these markets were able to significantly offset this impact. Practical implications: The research uses advanced mathematical tools to analyze the labor market. In particular, the logic of fuzzy sets and fuzzy logic were used. Originality/Value: The research can be used for a comparative analysis of selected labor markets. The applied research metrology as a universal method enables the assessment and forecast of local markets.en_GB
dc.language.isoenen_GB
dc.publisherUniversity of Piraeus. International Strategic Management Associationen_GB
dc.rightsinfo:eu-repo/semantics/openAccessen_GB
dc.subjectLabor market -- Ukraineen_GB
dc.subjectLinguistics -- Ukraineen_GB
dc.subjectFuzzy setsen_GB
dc.subjectNeural networks (Computer science)en_GB
dc.titleFuzzy analysis of the development of regional labour markets of Ukraineen_GB
dc.typearticleen_GB
dc.rights.holderThe copyright of this work belongs to the author(s)/publisher. The rights of this work are as defined by the appropriate Copyright Legislation or as modified by any successive legislation. Users may access this work and can make use of the information contained in accordance with the Copyright Legislation provided that the author must be properly acknowledged. Further distribution or reproduction in any format is prohibited without the prior permission of the copyright holderen_GB
dc.description.reviewedpeer-revieweden_GB
dc.identifier.doi10.35808/ersj/2004-
dc.publication.titleEuropean Research Studies Journalen_GB
Appears in Collections:European Research Studies Journal, Volume 24, Issue 1

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