Artificial Intelligence in Models for Regional Management of Socio-Economic Processes

Artículo

Artificial Intelligence in Models for Regional Management of Socio-Economic Processes

N. T. Trotsenko · North-West institute of management of the Russian Presidential Academy of National Economy and Public Administration · 2026

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Autore / responsabile

N. T. Trotsenko

Editore

North-West institute of management of the Russian Presidential Academy of National Economy and Public Administration

Anno

2026

ISSN

1726-1139

ISSN

1726-1139

Lingua

Inglés

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This paper analyzes methodological approaches for creating an info-technological platform for “digital portraits” of complex socioeconomic systems using the example of regional systems in Russia, as a necessary element of strategic management of the national development goals achievement.To address the challenges associated with creating digital portraits, practical applications of Data mining technologies, artificial intelligence algorithms, mathematical statistics, linear algebra, and cluster and economic factor analysis are identified. Based on these approaches, models are proposed for the digital transformation of regional socioeconomic management systems.

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APA 7

Trotsenko, N. T. (2026). Artificial Intelligence in Models for Regional Management of Socio-Economic Processes. https://www.acjournal.ru/jour/article/view/2913

MLA

Trotsenko, N. T. "Artificial Intelligence in Models for Regional Management of Socio-Economic Processes." 2026. https://www.acjournal.ru/jour/article/view/2913.

Chicago

Trotsenko, N. T. 2026. "Artificial Intelligence in Models for Regional Management of Socio-Economic Processes.". https://www.acjournal.ru/jour/article/view/2913.

Harvard

Trotsenko, N. T. 2026, Artificial Intelligence in Models for Regional Management of Socio-Economic Processes, North-West institute of management of the Russian Presidential Academy of National Economy and Public Administration, available at: https://www.acjournal.ru/jour/article/view/2913 [Accessed 6 Aug. 2026].

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Titolo: Artificial Intelligence in Models for Regional Management of Socio-Economic Processes

Autore / collaboratori: N. T. Trotsenko

Editore: North-West institute of management of the Russian Presidential Academy of National Economy and Public Administration

Anno di pubblicazione: 2026

ISSN: 1726-1139

ISSN: 1726-1139

Lingua: Inglés

Soggetti

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development goals; digital transformation; data mining; cluster regression analysis; mathematical models for supporting management decisions