About: Perception of emergent epidemic of COVID-2019 / SARS CoV-2 on the Polish Internet

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About: Perception of emergent epidemic of COVID-2019 / SARS CoV-2 on the Polish Internet Goto Sponge NotDistinct Permalink

An Entity of Type : schema:ScholarlyArticle, within Data Space : covidontheweb.inria.fr associated with source document(s)

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type	Academic Article research paper schema:ScholarlyArticle
isDefinedBy	Covid-on-the-Web dataset
title	Perception of emergent epidemic of COVID-2019 / SARS CoV-2 on the Polish Internet
Creator	Belik, Vitaly Jarynowski, Andrzej Wójta-Kempa, Monika
source	ArXiv
abstract	We study the perception of COVID-2019 epidemic in Polish society using quantitative analysis of its digital footprints on the Internet (on Twitter, Google, YouTube, Wikipedia and electronic media represented by Event Registry) from January 2020 to 12.03.2020 (before and after official introduction to Poland on 04.03.2020). To this end we utilize data mining, social network analysis, natural language processing techniques. Each examined internet platform was analyzed for representativeness and composition of the target group. We identified three temporal major cluster of the interest before disease introduction on the topic COVID-2019: China- and Italy-related peaks on all platforms, as well as a peak on social media related to the recent special law on combating COVID-2019. Besides, there was a peak in interest on the day of officially confirmed introduction as well as an exponential increase of interest when the Polish government declared war against disease with a massive mitigation program. From sociolingistic perspective, we found that concepts and issues of threat, fear and prevention prevailed before introduction. After introduction, practical concepts about disease and epidemic dominate. We have found out that Twitter reflected the structural division of the Polish political sphere. We were able to identify clear communities of governing party, mainstream oppostition and protestant group and potential sources of misinformation. We have also detected bluring boundaries between comminities after disease introduction.
has issue date	2020-03-30(xsd:dateTime)
has license	arxiv
sha1sum (hex)	35c293103c0417c9e5544bca3249fcb2bb38adc2
resource representing a document's title	Perception of emergent epidemic of COVID-2019 / SARS CoV-2 on the Polish Internet
resource representing a document's body	covid:35c293103c0417c9e5544bca3249fcb2bb38adc2#body_text
is schema:about of	named entity 'EPIDEMIC' named entity 'Polish' named entity 'COVID' named entity 'co-occurring' named entity 'Poland' »more»

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