The Evaluation of Creditworthiness of Trade and Enterprises of Service Using the Method Based on Fuzzy Logic
Makhazhanova U. Kerimkhulle S. Mukhanova A. Bayegizova A. Aitkozha Z. Mukhiyadin A. Tassuov B. Saliyeva A. Taberkhan R. Azieva G.
November 2022MDPI
Applied Sciences (Switzerland)
2022#12Issue 22
This article considered the problem of determining the creditworthiness of an enterprise operating in the field of trade and services. The assessment of the creditworthiness of borrowers, particularly small businesses, needs to be more careful: the level of development of small enterprises and their specific activities must be considered, as well as the uncertainty in obtaining any financial result. A method for assessing the creditworthiness of enterprises (trade and services) is proposed, based on the use of the mathematical apparatus of the theory of fuzzy sets. This article analyzes the indicators of industry and regional specifics, indicators of the activity of a small enterprise, and financial and economic indicators typical for the service sector and trade. The rules on the basis of which decisions are made are formed in the form of logical formulas containing parameters. In its most general form, one parameter is predicted, called the creditworthiness index, which varies from 0 to 1 and has a natural interpretation. On the basis of the proposed method, examples of calculating the assessment of the creditworthiness of enterprises operating in the field of trade and services are given. The proposed scientific approach can be used as a basis for creating expert decision support systems for lending to small businesses.
creditworthiness , data unification , decision making , fuzzy logic , lending to trade and service enterprises , linguistic variables , logical rules
Text of the article Перейти на текст статьи
Department of Information Systems, L.N. Gumilyov Eurasian National University, Satpayev Street 2, Astana, 010008, Kazakhstan
Department of Radio Engineering, Electronics and Telecommunications, L.N. Gumilyov, Eurasian National University, Satpayev Street 2, Astana, 010008, Kazakhstan
Department of Physics and Information Technology, Taraz Regional University Named after M.Kh. Dulaty, Suleymenov Street 7, Taraz, 080014, Kazakhstan
Department of Information Systems
Department of Radio Engineering
Department of Physics and Information Technology
10 лет помогаем публиковать статьи Международный издатель
Книга Публикация научной статьи Волощук 2026 Book Publication of a scientific article 2026