Sentimental reflection of global crises: Czech and Ukrainian views on popular events through the prism of internet commentary

Social media have become a part of our lives, and their use helps us learn about events and comment on them with certain emotions. The purpose of our study was to determine the most frequent tone (positive, negative, neutral) of comments on impactful emergency and crisis news in the Czech Republic a...

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Veröffentlicht in:Jazykovedný časopis 2024-06, Vol.75 (1), p.43-61
Hauptverfasser: Hordiienko, Kateryna, Joukl, Zdeněk
Format: Artikel
Sprache:eng
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Zusammenfassung:Social media have become a part of our lives, and their use helps us learn about events and comment on them with certain emotions. The purpose of our study was to determine the most frequent tone (positive, negative, neutral) of comments on impactful emergency and crisis news in the Czech Republic and Ukraine on a specific topic (pandemics, war, natural disaster etc.) using the sentiment analysis method. The methods of the study included a theoretical analysis of literature, social media (Twitter, Telegram), a Python program using: large language models GPT-3.5-Turbo and Twitter-XLM-RoBERTa, processing and interpretation of results (psycholinguistic).
ISSN:1338-4287
0021-5597
1338-4287
DOI:10.2478/jazcas-2024-0027