Frequency Analysis of Russian Propaganda Telegram Channels

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dc.contributor.authorKiforchuk, Kyrylo
dc.date.accessioned2023-11-22T10:50:50Z
dc.date.available2023-11-22T10:50:50Z
dc.date.issued2023
dc.description.abstractOn 24 February 2022 Russia launched a full-scale invasion of Ukraine. In addition to large-scale military operations against Ukraine, many information attacks were organized. These attacks began before the invasion: for several months, Russia has been actively paving the way for the war by launching different types of information operations in cyberspace. As an example, Russian propaganda media were promoting the idea of “Russian world”, which calls into a question the existence of Ukraine as an independent state and justifies Russian military aggression. In this work, Russian propaganda Telegram channels were analyzed using term frequency analysis with bag-of-words technique. For this analysis, text data from Telegram propaganda channels was collected and processed. The obtained results revealed different patterns in Russian propaganda against Ukraine via Telegram channels.uk
dc.format.pagerangePp. 80-86uk
dc.identifier.citationKiforchuk, K. Frequency Analysis of Russian Propaganda Telegram Channels / Kyrylo Kiforchuk // Theoretical and Applied Cybersecurity : scientific journal. – 2023. – Vol. 5, Iss. 1. – Pp. 80–86. – Bibliogr. 8 ref.uk
dc.identifier.doihttps://doi.org/10.20535/tacs.2664-29132023.1.277647
dc.identifier.urihttps://ela.kpi.ua/handle/123456789/62375
dc.language.isoenuk
dc.publisherIgor Sikorsky Kyiv Polytechnic Instituteuk
dc.publisher.placeKyivuk
dc.relation.ispartofTheoretical and Applied Cybersecurity: scientific journal, Vol. 5, No. 1uk
dc.subjecttelegram channels analysisuk
dc.subjecttelegram scrapinguk
dc.subjecttelegram data mininguk
dc.subjectfrequency analysisuk
dc.subjectbag-of-wordsuk
dc.subjectterm frequencyuk
dc.subjectRussian propagandauk
dc.subjectinformation warfareuk
dc.subject.udc004.62uk
dc.titleFrequency Analysis of Russian Propaganda Telegram Channelsuk
dc.typeArticleuk

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Theoretical and Applied Cybersecurity: scientific journal, Vol. 5, No. 1