COVID-19-Related Communication on Twitter: Analysis of the Croatian and Polish Attitudes (CROSBI ID 706571)
Prilog sa skupa u časopisu | izvorni znanstveni rad | međunarodna recenzija
Podaci o odgovornosti
Babić, Karlo ; Petrović, Milan ; Beliga, Slobodan ; Martinčić-Ipšić, Sanda ; Jarynowski, Andrzej ; Meštrović, Ana
engleski
COVID-19-Related Communication on Twitter: Analysis of the Croatian and Polish Attitudes
In this paper, we analyze and compare Croatian and Polish Twitter datasets. After collecting tweets related to COVID-19 in the period from 20.01.2020 until 01.07.2020, we automatically annotated positive, negative, and neutral tweets with a simple method, and then used a classifier to annotate the dataset again. To interpret the data, the total number as well as the number of positive and negative tweets are plotted through time for Croatian and Polish tweets. The positive/negative fluctuations in the visualizations are explained in the context of certain events, such as the lockdowns, Easter, and parliamentary elections. In the last step, we analyze tokens by extracting the most frequently occurring tokens in positive or negative tweets and calculating the positive to negative (and reverse) ratios.
COVID-19 ; Twitter ; social media ; sentiment analysis ; NLP
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Podaci o prilogu
379-390.
2021.
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objavljeno
10.1007/978-981-16-1781-2_35
Podaci o matičnoj publikaciji
Lecture notes in networks and systems
Yang, Xin-She ; Sherratt, Simon ; Dey, Nilanjan ; Joshi, Amit
London : Delhi: Springer
978-981-16-1781-2
2367-3370
2367-3389
Podaci o skupu
6th International Conference on Inventive Computation Technologies (ICICT 2021)
predavanje
20.01.2021-21.01.2021
London, Ujedinjeno Kraljevstvo
Povezanost rada
Informacijske i komunikacijske znanosti, Računarstvo