Sentimental reflection of global crises: Czech and Ukrainian views on popular events through the prism of internet commentary
The result's identifiers
Result code in IS VaVaI
<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F61989592%3A15210%2F24%3A73627439" target="_blank" >RIV/61989592:15210/24:73627439 - isvavai.cz</a>
Result on the web
<a href="https://sciendo.com/article/10.2478/jazcas-2024-0027" target="_blank" >https://sciendo.com/article/10.2478/jazcas-2024-0027</a>
DOI - Digital Object Identifier
<a href="http://dx.doi.org/10.2478/jazcas-2024-0027" target="_blank" >10.2478/jazcas-2024-0027</a>
Alternative languages
Result language
angličtina
Original language name
Sentimental reflection of global crises: Czech and Ukrainian views on popular events through the prism of internet commentary
Original language description
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).
Czech name
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Czech description
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Classification
Type
J<sub>SC</sub> - Article in a specialist periodical, which is included in the SCOPUS database
CEP classification
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OECD FORD branch
60203 - Linguistics
Result continuities
Project
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Continuities
S - Specificky vyzkum na vysokych skolach
Others
Publication year
2024
Confidentiality
S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů
Data specific for result type
Name of the periodical
Jazykovedny Casopis
ISSN
0021-5597
e-ISSN
1338-4287
Volume of the periodical
75
Issue of the periodical within the volume
1
Country of publishing house
SK - SLOVAKIA
Number of pages
19
Pages from-to
43-61
UT code for WoS article
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EID of the result in the Scopus database
2-s2.0-85209917099