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

The digital transformation of the economic, socio-political, 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 negat...

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Autores principales:	Kirill Svetlov, Natalya Legostaeva
Formato:	article
Lenguaje:	EN
Publicado:	FRUCT 2021
Materias:	digital transformation thematic landscape social network doc2vec model Telecommunication TK5101-6720
Acceso en línea:	https://doaj.org/article/811aee1eb3ea4f7685c9eddcf1c0423b
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spelling	oai:doaj.org-article:811aee1eb3ea4f7685c9eddcf1c0423b2021-11-20T15:59:33ZDigital Transformation in the Russian Federation: Thematic Landscape of Online Communities2305-72542343-073710.23919/FRUCT53335.2021.9599983https://doaj.org/article/811aee1eb3ea4f7685c9eddcf1c0423b2021-10-01T00:00:00Zhttps://www.fruct.org/publications/fruct30/files/Sve.pdfhttps://doaj.org/toc/2305-7254https://doaj.org/toc/2343-0737The digital transformation of the economic, socio-political, 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.Kirill SvetlovNatalya LegostaevaFRUCTarticledigital transformationthematic landscapesocial networkdoc2vec modelTelecommunicationTK5101-6720ENProceedings of the XXth Conference of Open Innovations Association FRUCT, Vol 30, Iss 1, Pp 285-291 (2021)
institution	DOAJ
collection	DOAJ
language	EN
topic	digital transformation thematic landscape social network doc2vec model Telecommunication TK5101-6720
spellingShingle	digital transformation thematic landscape social network doc2vec model Telecommunication TK5101-6720 Kirill Svetlov Natalya Legostaeva Digital Transformation in the Russian Federation: Thematic Landscape of Online Communities
description	The digital transformation of the economic, socio-political, 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.
format	article
author	Kirill Svetlov Natalya Legostaeva
author_facet	Kirill Svetlov Natalya Legostaeva
author_sort	Kirill Svetlov
title	Digital Transformation in the Russian Federation: Thematic Landscape of Online Communities
title_short	Digital Transformation in the Russian Federation: Thematic Landscape of Online Communities
title_full	Digital Transformation in the Russian Federation: Thematic Landscape of Online Communities
title_fullStr	Digital Transformation in the Russian Federation: Thematic Landscape of Online Communities
title_full_unstemmed	Digital Transformation in the Russian Federation: Thematic Landscape of Online Communities
title_sort	digital transformation in the russian federation: thematic landscape of online communities
publisher	FRUCT
publishDate	2021
url	https://doaj.org/article/811aee1eb3ea4f7685c9eddcf1c0423b
work_keys_str_mv	AT kirillsvetlov digitaltransformationintherussianfederationthematiclandscapeofonlinecommunities AT natalyalegostaeva digitaltransformationintherussianfederationthematiclandscapeofonlinecommunities
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Digital Transformation in the Russian Federation: Thematic Landscape of Online Communities

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