文章基本信息

标题：Managing the development of complex socio-economic systems in the digital economy paradigm
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作者：Natalia Gorbunova ; Rena Timirgaleeva ; Alina Khrulyova 等
期刊名称：SHS Web of Conferences
印刷版ISSN：2416-5182
电子版ISSN：2261-2424
出版年度：2020
卷号：87
页码：1-8
DOI：10.1051/shsconf/20208700091
语种：English
出版社：EDP Sciences
摘要：The article presents the integrated approach to managing the development of complex socio-economic systems based on the digital transformation of business through the transition from document-centricity to data-centricity, reengineering of the organizational structure in the direction of its design on the principle of forming cross-teams, whose activities are aimed at creating effective value chains of a digital product for the consumer. The article also provides an analysis of research on the problem of the socio-economic systems development and their evolution. The knowledge modeling toolkit based on model technologies Data Science, Business Intelligence, Big Data, Data Mining and, in particular, Deep Learning, was used to assess the level of the socio-economic system and manage its potential development.