Intellectual capital management of the business community based on the neuro-fuzzy hybrid system

dc.contributor.authorKozlovskyi, Serhii
dc.contributor.authorSyniehub, Petro
dc.contributor.authorKozlovskyi, Andrii
dc.contributor.authorLavrov, Ruslan
dc.date.accessioned2024-04-01T11:59:51Z
dc.date.available2024-04-01T11:59:51Z
dc.date.issued2022
dc.description.abstractThe modern economy needs to address the issue of assessing intellectual capital as the basis for the development of market relations. The search for ways to solve this problem is possible based on the use of soft methods. The aim of the article is to develop a structural model for managing the intellectual capital of the business community based on an appropriate neuro-fuzzy system. Developed on the basis of soft computing methods, an innovative model for estimating intellectual capital of the business community is able to process “non-rigorous”, incomplete or distorted input data, work with qualitative concepts, ambiguous and uncertain statements, perform operations with weak formalized economic parameters. The experimental results obtained made it possible to formulate the methods for evaluating the intellectual capital of business communities (or other similar economic systems) characterized by fuzzy relations between input and output parameters, considerable difficulties in formalizing the factors of influence, capability of using linguistic experts’ statements for building an information and analytical system, etc. The developed hybrid neuro-fuzzy system “Board” for evaluating intellectual capital of a business community enables to process both quantitative and qualitative input data, and was built up according to the criteria of digital economy transformation projects.
dc.identifier.citationIntellectual capital management of the business community based on the neuro-fuzzy hybrid system / Serhii Kozlovskyi, Petro Syniehub, Andrii Kozlovskyi, Ruslan Lavrov // Нейро-нечіткі технології моделювання в економіці : наук.-анал. журн. / М-во освіти і науки України, Київ. нац. екон. ун-т ім. Вадима Гетьмана ; [редкол.: А. В. Матвійчук (голов. ред.) та ін.]. – Київ : КНЕУ, 2022. – № 11. – С. 25–47.
dc.identifier.doi10.33111/nfmte.2022.025
dc.identifier.issn2306-3289
dc.identifier.urihttps://ir.kneu.edu.ua/handle/2010/43393
dc.language.isoen
dc.publisherКиївський національний економічний університет імені Вадима Гетьмана
dc.subjectintellectual capital
dc.subjectmanagement
dc.subjectmodeling
dc.subjectfuzzy logic
dc.subjectbusiness community
dc.titleIntellectual capital management of the business community based on the neuro-fuzzy hybrid system
dc.typeArticle
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