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Tsvetana S. Filenko
Kosygin State University of Russia (Technology. Design. Art)
The use of neuro-networks in sustainable advertising design: an analysis of modern Russian cases
Filenko Ts. S. The use of neuro-networks in sustainable advertising design: an analysis of modern russian cases. Technologies & Quality. 2025. No 3(69). P. 59–65. (In Russ.) https://doi.org/10.34216/2587-6147-2025-3-69-59-65.
DOI: https://doi.org/10.34216/2587-6147-2025-3-69-59-65
УДК: 74.01
EDN: ONPSNF
Publish date: 2025-09-09
Annotation: The article deals with the problem of using neural networks in sustainable advertising design. The analysis of using neural networks in sustainable advertising design on Russian cases to identify the peculiarities of their use is presented. The main directions of neural networks application in the design of the visual part of advertising are identified presenting the results of the analysis of Russian cases from the position of sustainability and technological efficiency; conclusions are formulated about the peculiarities of neural networks use in advertising communication in the context of sustainable design, about the rapid growth of the influence of digital technologies and artificial intelligence on the development of sustainable design in visual communication strategies.
Keywords: design, sustainable design, neural network, advertising communication, digital technology, communication campaign, visual solution, visual communication
Literature list: 1. Pankratova A. V. The visual content of neural networks as a return to the third-order simulacrum. Kul’tura i iskusstvo [Culture and Art]. 2024;2:1–12. (In Russ.) 2. Rod’kin P. E. Sustainable design as a source of the future: conceptual problems and challenges. Kommunikacii. Media. Dizajn [Communications. Media. Design]. 2022;7,3:129–147. (In Russ.) 3. Filenko Ts. S., Rybaulina I. V., Petushkova G. I. Visual design decisions in social advertising in the context of sustainable design. Dekorativnoe iskusstvo i predmetno-prostranstvennaya sreda. Vestnik RGHPU im. S. G. Stroganova. [Decorative Art and Environment. Gerald of the RGHPU]. 2024;1-2:318–330. (In Russ.) 4. Panskaya M. A. Use of artificial intelligence in marketing. Novoe v nauke i obrazovanii: Materialy Mezhdunarodnoj ezhegodnoj nauchno-prakticheskoj konferencii [New in science and education: Materials of the International Annual Scientific and Practical Conference]. Rostov-on-Don : Manuscript Publ., 2023. P. 326–332. (In Russ.) 5. Chervova N. V. Application of neural networks in sales management, marketing and advertising. Gumanitarnye, social’no-ekonomicheskie i obshchestvennye nauki [Humanities, socio-economic and social sciences]. 2024;6:278–282. (In Russ.) 6. Kurenova D. G., Kurenov E. I. Application of neural networks in advertising practice. Estestvenno-gumanitarnye issledovaniya [Naturally-humanitarian researches]. 2023;6(50):259–263. (In Russ.) 7. Zimina L. O., Svarovskaya E. B. To the question about the effectiveness of using neural networks in advertising communication. Mir nauki, kul’tury, obrazovaniya [World of Science, Culture, Education]. 2024;4(107):388–390. (In Russ.) 8. Shestak Ya. M., Kazakova N. Yu. Modern art practice in the era of artificial intelligence. Dekorativnoe iskusstvo i predmetno-prostranstvennaya sreda. Vestnik RGHPU im. S. G. Stroganova [Decorative Art and Environment. Gerald of the RGHPU]. 2025;1-2:217–233. (In Russ.) 9. Suhanov M. B., Medvedeva A. A., Mal’gunova N. A. Use of neural networks in textile design. Dizajn. Materialy. Tekhnologiya [Design. Materials. Technology]. 2014;1(73):177–183. (In Russ.) 10. Shevchenko D. A., Kryukova E. M., Zelenov V. V., Galstyan V. V. Using the possibilities of artificial intelligence in advertising. Prakticheskij marketing [Practical Marketing]. 2024;1(319):60–64. (In Russ.) 11. Timohovich A. N. Analysis of cross-cultural component of modern advertising. Dialogi o kul’ture i iskusstve: materialy XIV Vserossijskoj nauchno-prakticheskoj konferencii s mezhdunarodnym uchastiem [Dialogues about culture and art: materials of the XIV All-Russian scientific-practical conference with international participation]. Perm, Perm St. Institute of Culture Publ., 2024. P. 81–84. (In Russ.) 12. Savel’eva O. O., Trubnikova N. V. Russian history of advertising. Moscow, Dashkov & K° Publ., 2025. 575 p. (In Russ.)
Author's info: Tsvetana S. Filenko, Kosygin State University of Russia (Technology. Design. Art), Moscow, Russia, tsvetka13@bk.ru; https://orcid.org/0009-0009-4745-0926