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  • 标题:How Dramatic Events Can Affect Emotionality in Social Posting: The Impact of COVID-19 on Reddit
  • 本地全文:下载
  • 作者:Valerio Basile ; Francesco Cauteruccio ; Giorgio Terracina
  • 期刊名称:Future Internet
  • 电子版ISSN:1999-5903
  • 出版年度:2021
  • 卷号:13
  • 期号:2
  • 页码:29
  • DOI:10.3390/fi13020029
  • 出版社:MDPI Publishing
  • 摘要:The COVID-19 outbreak impacted almost all the aspects of ordinary life. In this context, social networks quickly started playing the role of a sounding board for the content produced by people. Studying how dramatic events affect the way people interact with each other and react to poorly known situations is recognized as a relevant research task. Since automatically identifying country-based COVID-19 social posts on generalized social networks, like Twitter and Facebook, is a difficult task, in this work we concentrate on Reddit megathreads, which provide a unique opportunity to study focused reactions of people by both topic and country. We analyze specific reactions and we compare them with a “normal” period, not affected by the pandemic; in particular, we consider structural variations in social posting behavior, emotional reactions under the Plutchik model of basic emotions, and emotional reactions under unconventional emotions, such as skepticism, particularly relevant in the COVID-19 context.
  • 关键词:COVID-19; emotion analysis; plutchik model; reddit; skepticism COVID-19 ; emotion analysis ; plutchik model ; reddit ; skepticism
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