Frequency Analysis of Russian Propaganda Telegram Channels
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Дата
2023
Автори
Науковий керівник
Назва журналу
Номер ISSN
Назва тому
Видавець
Igor Sikorsky Kyiv Polytechnic Institute
Анотація
On 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.
Опис
Ключові слова
telegram channels analysis, telegram scraping, telegram data mining, frequency analysis, bag-of-words, term frequency, Russian propaganda, information warfare
Бібліографічний опис
Kiforchuk, 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.