Izvestiya of Saratov University.
ISSN 1994-2540 (Print)
ISSN 2542-1956 (Online)


управленческие решения

Methods for diagnostics and forecasting SMEs creditworthiness using artificial intelligence

Introduction. The impact of multidirectional external macroeconomic and regional factors of the economic environment in conditions of uncertainty and increased risks causes significant difficulties in diagnosing, assessing and forecasting the creditworthiness of financial and credit support recipients and borrowers (micro, small and medium-sized enterprises) in the Russian Federation. Theoretical analysis.

Диагностика и прогнозирование кредитоспособности субъектов МСП с применением искусственного интеллекта

Воздействие разнонаправленных внешних макроэкономических и региональных факторов экономической бизнес-среды в условиях неопределенности и повышенных рисков обуславливает значительные сложности диагностики, оценки и прогнозирования кредитоспособности получателей финансово-кредитной поддержки и заёмщиков - субъектов малого и среднего предпринимательства в Российской Федерации. Теоретический анализ.

Mechanisms for managerial decision making during the digitalization of production processes for an industrial enterprise

Introduction. The relevance of studying the industrial enterprise digitalization processes and developing a methodology for implementing production process control systems is due to the fact that digital technologies introduced into the manufacturing sector are important drivers for improving production management processes, improving labor productivity indicators, reducing the labor intensity of manufacturing products, reducing the cost of products and increasing quality. Theoretical analysis.

Development of Russia in the Conditions of Global Economic Instability

Introduction. The current stage of globalization is characterized by increased economic instability, which requires a search the mechanism that allows to minimize the emerging economic risks and to obtain some advantages in the changed circumstances. The author makes the hypothesis that in our country we should go towards the creation of economic and technological leading state. Theoretical analysis.