TY - GEN

T1 - Digital Transformation in the Russian Federation: Thematic Landscape of Online Communities

AU - Svetlov, Kirill

AU - Legostaeva, Natalya

N1 - K. Svetlov and N. Legostaeva, "Digital Transformation in the Russian Federation: Thematic Landscape of Online Communities," 2021 30th Conference of Open Innovations Association FRUCT, 2021, pp. 285-291, doi: 10.23919/FRUCT53335.2021.9599983.

PY - 2021

Y1 - 2021

N2 - The digital transformation of the economic, sociopolitical, and cultural spheres of Russian society is being actively discussed both at the state level by the country's top officials and by users of social networks. Proponents and opponents of digital technology discuss the positives and negatives of digitalization. What areas of digital transformation are of most interest to users of the popular Russian social network VKontakte? What new structures or processes related to the development of the digital society activate people to unite into online communities and develop online communication? In this study, the authors used the doc2vec model and constructed a graph of VKontakte social network communities related to digital transformation. This graph consists of 368 thematic clusters, which include online communities. The analysis of the content of the communities showed the most popular topics related to digital transformation in the Russian Federation. The proposed algorithm for searching and analyzing online communities on a wide range of topics allows for extensive scientific piloting with the prospect of intensifying scientific analysis on specific topics.

AB - The digital transformation of the economic, sociopolitical, and cultural spheres of Russian society is being actively discussed both at the state level by the country's top officials and by users of social networks. Proponents and opponents of digital technology discuss the positives and negatives of digitalization. What areas of digital transformation are of most interest to users of the popular Russian social network VKontakte? What new structures or processes related to the development of the digital society activate people to unite into online communities and develop online communication? In this study, the authors used the doc2vec model and constructed a graph of VKontakte social network communities related to digital transformation. This graph consists of 368 thematic clusters, which include online communities. The analysis of the content of the communities showed the most popular topics related to digital transformation in the Russian Federation. The proposed algorithm for searching and analyzing online communities on a wide range of topics allows for extensive scientific piloting with the prospect of intensifying scientific analysis on specific topics.

KW - ЦИФРОВАЯ ТРАНСФОРМАЦИЯ

KW - Математическое моделирование

KW - цифровизация экономики

KW - онлайн сообщества

UR - https://ieeexplore.ieee.org/document/9599983

UR - https://elibrary.ru/item.asp?id=47135905

M3 - Conference contribution

SN - 978-1-6654-2093-8

T3 - CONFERENCE OF OPEN INNOVATIONS ASSOCIATION, FRUCT

SP - 285

EP - 291

BT - 2021 30th Conference of Open Innovations Association FRUCT

PB - Institute of Electrical and Electronics Engineers Inc.

T2 - 30th Conference of Open Innovations Association FRUCT

Y2 - 27 October 2021 through 29 October 2021

ER -