The Russian model of AI use in digital ecosystems of the media communication industry
Download paperDoctor of Sociology, Professor in the Faculty of Biology and Biotechnology at the National Research University Higher School of Economics, Moscow; Professor in the Department of Media at the St. Petersburg School of Arts and Humanities at the National Research University Higher School of Economics in St. Petersburg, Saint Petersburg, Russia; ORCID 0000-0002-2952-8509
e-mail: sergvart@gmail.comCandidate of Philological Sciences, Director of the National Research University Higher School of Economics in St. Petersburg, Saint Petersburg, Russia
e-mail: atyshetskaya@hse.ruSection: Artificial Intelligence in Media and Communication Studies
Media has been at the forefront of digital transformation in recent years: not only have the methods of creating, selling, storing, and consuming media content and media services changed, but also the structure of the media communication industry (MCI) itself. Considering its new structure and subjectivity, one cannot help but pay attention to artificial intelligence (AI) technologies that manifest themselves in the areas of communication, content generation, and processing of big data created by users in media communications processes. AI as a set of relevant technologies and related social relations has become an important characteristic of media communications, influencing the interactions of the subjects actively existing in them. In this context, digital ecosystems (DES), which have become key actors structuring the MCI and the digital media environment, are of particular interest. It was AI technologies that played a decisive role in the transformation of media platforms into media DES; therefore, the current research issue to which this article is devoted is the analysis of their contribution to the AI transformation of the whole media communication industry. The conducted analysis of data on the functioning and genesis of AI technologies in the Russian MCI allowed us to identify two qualitatively different models of the use and development of AI technologies in it: an ecosystem model based on leadership and extensive market capture and a media model focused on optimization through AI solutions of internal processes.
DOI: 10.55959/msu.vestnik.journ.5.2025.2353References:
Ab Rahman A., Abdul Hamid U. Z., Chin Th. (2017) Emerging Technologies with Disruptive Effects: A Review. PERINTIS eJournal 7: 111–128.
Aksenovskii D. I. (2022) Krizis reklamnoi biznes-modeli media i innovatsionnie formi mediapraktiki [The Crisis of the Media Advertising Business Model and Innovative Forms of Media Practice]. Voprosi mediabiznesa 1 (1): 5–17. (In Russian)
Danilova M. N. (2018) Vliyanie tekhnologii na razvitie otechestvennikh sportivnikh mediakommunikatsii [The Impact of Technologies on the Development of Domestic Sports Media Communications]. Vestnik Moskovskogo universiteta. Seriya 10. Zhurnalistika 2: 92–111 (In Russian)
Davydov S. G., Zamkov A. V., Krasheninnikova M. A., Lukina M. M. (2023) Ispolzovanie tekhnologii iskusstvennogo intellekta v rossiiskikh media i zhurnalistike [Use of Artificial Intelligence Technologies in Russian Media and Journalism]. Vestnik Moskovskogo universiteta. Seriya 10. Zhurnalistika 48 (5): 3–21.
Dunas D. V., Vartanov S. A. (2020) Emerging Digital Media Culture in Russia: Modeling the Media Consumption of Generation Z. Journal of Multicultural Discourses 15 (2): 186–203.
Dunas D. V., Vartanov S. A., Kulchitskaya D. Yu., Salikhova Ye. A., Tolokonnikova A. V. (2020) Motivatsionnie faktori mediapotrebleniya rossiiskoi «tsifrovoi molodezhi»: rezultati pilotnogo issledovaniya [Use of Artificial Intelligence Technologies in Russian Media and Journalism]. Vestnik Moskovskogo universiteta. Seriya 10. Zhurnalistika2 3–27.
Evstafev V. A., Izotov I. V. (2019) Obem rinka reklami v media i marketingovikh uslug Rossii v 2018 godu [The Size of the Russian Media Advertising and Marketing Services Market in 2018] Sluzhba PR 5: 42–51. (In Russian)
Evstafev V. A., Tyukov M. A. (2023) Generativnie neironnie seti v reklame [Generative Neural Networks in Advertising]. In Strategicheskie kommunikatsii: teoriya i praktika. Sbornik materialov XXVII Vserossiyskoy nauchno-metodicheskoy konferentsii zaveduyushchikh kafedrami marketinga, reklamy, svyazey s obshhestvennost'yu i smezhnykh napravleniy. Moscow: AKAR Publ. Pp. 18–25. (In Russian)
Kastels M. (2000) Informatsionnaya epokha: ekonomika, obshchestvo i kultura [The Information Age: Economy, Society, and Culture]. Moscow: HSE Publ. (In Russian)
Kastels M. Vlast kommunikatsii [The Power of Communication]. Moscow: HSE Publ. (In Russian)
Kazun A. D. (2023) "Oni vse ravno menya nakhodyat": mediapotreblenie lyudei, izbegayushchikh novostei ["They find me anyway": media consumption of people who avoid news]. Vestnik Moskovskogo universiteta. Seriya 10. Zhurnalistika 48 (3): 3–25. (In Russian)
Kazun A. D. (2024) Perspektivnie napravleniya issledovanii potrebleniya novostei v kontekste mediasredi s bolshim viborom [Promising directions in research on news consumption in the context of a media environment with a large choice]. Vestnik Moskovskogo universiteta. Seriya 10. Zhurnalistika 2: 3–47. (In Russian)
Kirshin B. N. (2022) Transformatsiya biznes-modeli pechatnoi pressi v situatsii obestsenivaniya informatsii [Transformation of the Print Media Business Model in the Situation of Information Devaluation]. Znak: problemnoe pole mediaobrazovaniya 1 (43): 127–132. (In Russian)
Lukina M. M., Zamkov A. V., Krasheninnikova M. A. (2020) Trudovaya deyatelnost zhurnalista: lyudi ili roboti [Journalist's work activity: people or robots]. Voprosi teorii i praktiki zhurnalistiki 30: 46–64. (In Russian)
Makeenko M. I., Vyrkovsky A. V. (2021) Onlain-proizvoditeli razvlekatelnogo kontenta kak uchastniki sotsialno-politicheskikh protsessov [Online producers of entertainment content as participants in socio-political processes]. MediaAlmanakh 6: 24–31. (In Russian)
Makeenko M. I., Vyrkovsky A. V. (2021) Vozmozhnosti vliyaniya neinstitutsionalizirovannikh proizvoditelei razvlekatelnogo i poznavatelnogo kontenta na auditoriyu [The possibilities of influence of non-institutionalized producers of entertainment and educational content on the audience]. Vestnik Moskovskogo universiteta. Seriya 10. Zhurnalistika 5: 74–99. (In Russian)
Masuda Y. (1981) The Information Society as Post-Industrial Society. Washington DC: World Future Society. 178 p.
Mazhorov D. K. (2023) Ispolzovanie tekhnologii iskusstvennogo intellekta v sovremennom mediabiznese: otechestvennii i zarubezhnii opit: magisterskaya vipusknaya kvalifikatsionnaya rabota [Using artificial intelligence technologies in the modern media business: domestic and international experience: master's thesis]. (In Russian)
Melyukhin I. S. (1999) Informatsionnoe obshchestvo: istoki, problemi, tendentsii razvitiya [Information Society: Origins, Problems, and Development Trends]. Moscow: Moscow State Univ. Publ. (In Russian)
Moazed A. (2022) Platforma. Prakticheskoe primenenie revolyutsionnoi biznes-modeli [Practical Application of a Revolutionary Business Model / translated from English]. Moscow: Alpina Publ. (In Russian)
Nazarov M. M. (2023) Media. Auditornie trendi. Chelovek v sovremennoi rossiiskoi mediasrede. [Audience Trends. People in the Modern Russian Media Environment] Moscow: Lenand Publ. 256 pp. (In Russian)
Rezaev A. V. (ed.) (2020) Ot iskusstvennogo intellekta k iskusstvennoi sotsialnosti [Artificial Intelligence on the Way to Artificial Sociality. New Research Agenda for Social Analytics] Moscow: VTsIOM Publ. 258 pp.
Păvăloaia V-D., Necula S-C. (2023) Artificial Intelligence as a Disruptive Technology – A Systematic Literature Review. Electronics 12 (5): 1102.
Sharkov F. I., Potapchuk V. A., Golushko I. I. (2025) Innovatsii mediaindustrii: novie media i iskusstvennii intellekt. [Innovations in the media industry: new media and artificial intelligence] Kommunikologiya 13 (1): 13–24. (In Russian)
Smirnov S. S. (2021) Bankovskie strukturi na rossiiskom rinke SMI: ekonomicheskie otnosheniya s mediakholdingami [Banking Structures in the Russian Media Market: Economic Relations with Media Holdings]. MediaAlmanakh 5 (106): 46–51. (In Russian)
Smirnov S. S. (2020) Fenomeni "mediakholding" i "mediagruppa" v Rossii: problema neopredelennosti pravovogo statusa [The "media holding" and "media group" phenomena in Russia: the problem of uncertainty of legal status]. Vestnik Moskovskogo universiteta. Seriya 10. Zhurnalistika 6: 23–40. (In Russian)
Srnichek N. (2019) Kapitalizm platform [Platform capitalism]. Moscow: HSE Publ. (In Russian)
Tikhonyuk A. A. (2024) Iskusstvennii intellekt i mass-media: negativnie aspekti algoritmov personalizatsii kontenta. [Artificial intelligence and mass media: negative aspects of content personalization algorithms]. Kommunikologiya 12 (3): 43–60. (In Russian)
Tyshetskaya A. Yu. (2023) Tsifrovie platformi i sovremennie mediakommunikatsii: aktualnie issledovatelskie podkhodi [Digital platforms and modern media communications: current research approaches]. Mediaskop 4. Available at: http://www.mediascope.ru/2839 (access date: 25.06.2025). (In Russian)
Tyshetskaya A. Yu. (2024) Transformatsiya mediaplatformi v tsifrovuyu mediaekosistemu: traektoriya preobrazovaniya (na primere gruppi «VK») [Transformation of a media platform into a digital media ecosystem: transformation trajectory (using the VK Group as an example)]. MediaAlmanakh 6 (125): 42–56. (In Russian)
Dunas D. V. (ed.) (2021) Mediapotreblenie "tsifrovoi molodezhi" v Rossii [Media Consumption of "Digital Youth" in Russia]. Moscow: Moscow State Univ. Publ. 406 pp. (In Russian)
Vartanov S. A. (2024) Mediakommunikatsionnaya industriya v protsessakh generatsii povedencheskikh i sotsialnikh innovatsii [Media communication industry in the processes of generating behavioral and social innovations]. Vestnik Akademii mediaindustrii 1 (37): 21–42. (In Russian)
Vartanov S. A. (2023) Mediakommunikatsionnaya industriya: k teoreticheskomu obosnovaniyu kategorii [Media communication industry: towards a theoretical substantiation of the category]. Vestnik Moskovskogo universiteta. Seriya 10. Zhurnalistika 48 (6): 3–36. (In Russian)
Vartanova Ye. L., Vyrkovsky A. V., Makeenko M. I., Smirnov S. S. (2017) Industriya rossiiskikh media: tsifrovoe budushchee [Russian media industry: digital future]. Moscow: “MediaMir” Publ. 160 pp. (In Russian)
Vyugina D. M. (2017) Osobennosti mediapotrebleniya tsifrovogo pokoleniya Rossii [Features of media consumption of Russia's digital generation]. Mediaskop 4. Available at: http://www.mediascope.ru/2386 (accessed: 26.06.2025). (In Russian)
Zelentsov M. V. (2024) Biznes-protsessi v SMI: obzor teoreticheskikh kontseptsii i aktualizatsiya ponyatiya [Business processes in the media: a review of theoretical concepts and updating the concept]. Informatsionnoe obshchestvo 4: 121–129. (In Russian)
Zelentsov M. V. (2024) Biznes-protsessi vipuskayushchikh redaktsii informatsionnogo agentstva (na primere TASS) [Business processes of editorial offices of a news agency (using TASS as an example)]. Vestnik Novosibirskogo gosudarstvennogo universiteta. Seriya: Istoriya, filologiya 23 (6): 54–62. (In Russian)
To cite this article: Vartanov S. A., Tyshetskaya A. Yu. (2025) Rossiyskaya model’ ispol’zovaniya II v tsifrovykh ekosistemakh mediakommunikatsionnoy industrii [The Russian model of AI use in digital ecosystems of the media communication industry]. Vestnik Moskovskogo Universiteta. Seriya 10. Zhurnalistika 5: 23–53. DOI: 10.55959/msu.vestnik.journ.5.2025.2353

