Artificial intelligence as a focus of digital economy development: Theoretical and practical aspects

Keywords: AI, digital economy model, market trends, DevOps methods, industry applications of AI, business process transformation, digital marketing.

Abstract

The article is devoted to the study of the development of artificial intelligence (AI) technologies and its presentation as the fundamental basis of the digital economy concept, which is implemented within the framework of the Industry 4.0. The purpose of the research carried out in the article is to analyze the areas of effective application of AI methods and tools, as well as to assess the potential for introducing AI into the business sphere. The theoretical and practical aspects of the application of AI technologies in various sectors of the economy are considered. It has been determined that the high cost of introducing technologies and establishing the stages of its functioning is a significant barrier to the use of AI. The data obtained during the course showed that organizations that have invested in identifying, aggregating, standardizing and labeling data will be well placed to combine AI with analytics, IoT and other technologies. It has been found that DevOps techniques can be used to successfully integrate and organize teams, placing development teams and operations teams in a feedback loop for ongoing collaboration and interactive changes to new products. Criteria for assessing the level of maturity of the branches of AI have been determined.

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Author Biographies

Sergey V. Novikov, Moscow Aviation Institute (National Research University), Moscow, Russia.

PhD in Economics, Associate Professor, Moscow Aviation Institute (National Research University), Moscow, Russia.

Andrey A. Sazonov, Moscow Aviation Institute (National Research University), Moscow, Russia.

PhD in Economic Sciences, Associate Professor, Moscow Aviation Institute (National Research University), Moscow, Russia.

Claudia Cristina Ortíz Paez, University of the Amazon, Colombia.

Professor of Economics, University of the Amazon, Colombia.

References

Dadashev, Z. F., & Ustinova, N. G. (2018). Influence of artificial intelligence on the economy. Epoch of Science, 18, 53-57.

Efimova, S. A. (2020). Development of artificial intelligence. Digital Science, 6, 49-58

Ilin, I. V., Izotov, A. V., Shirokova, S. V., Rostova, O. V., & Levina, A. I. (2017). Method of decision making support for it market analysis. In 2017 XX IEEE International Conference on Soft Computing and Measurements (SCM), 812-814.

Kryukova, A. A., & Mikhalenko, Yu. A. (2017). Tools of the digital economy. Karelian Scientific Journal, 3(20), 108-111.

Mustafina, A. F. (2019). Artificial Intelligence Technology in the Context of the Business Environment. Business Strategies, 7(63), 8-14.

Novikov, S. V., & Sazonov, A. A. (2020). Digital transformation of machine-building complex enterprises. Journal of Physics: Conference Series, 1515(3).

Petrov, A. A. (2019). Opportunities and directions for the development of the digital economy in Russia and the blocking factors of its development. Actual problems of Russian law, 3(100), 45-66.

Shchurina, S. V., & Danilov, A. S. (2019). Artificial Intelligence as a Technological Innovation to Accelerate the Development of the Economy. Economics. Taxes. Law, 12(3), 125-133.

Sokolova, I. S., & Galdin, A. A. (2018). Practical application of artificial intelligence in the digital economy. Models, systems, networks in economics, technology, nature and society, 2(26), 71-79.

Trofimov, V.V. (2019). Artificial intelligence in the digital economy. Bulletin of the St. Petersburg State University of Economics, 4(118), 105-109.
Published
2021-04-01
Section
Articles