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  • 标题:Sentiment Analysis of the Syrian Conflict on Twitter
  • 本地全文:下载
  • 作者:Lucić, Danijela ; Katalinić, Josip ; Dokman, Tomislav
  • 期刊名称:Media Studies
  • 印刷版ISSN:1847-9758
  • 电子版ISSN:1848-5030
  • 出版年度:2021
  • 卷号:11
  • 期号:22
  • 页码:46-61
  • DOI:10.20901/ms.11.22.3
  • 出版社:Sveučilište u Zagrebu, Fakultet političkih znanosti i Hrvatsko komunikacijsko društvo
  • 摘要:Social media have become an important means of imposing ideas and interests in social‏ conflicts. The Syrian conflict is analysed using sentiment analysis of tweets in order to establish how the‏ sentiment shapes the modern political landscape and influences recipient knowledge. The importance of‏ social networks and their potential in overthrowing regimes as well as in radicalization are highlighted.‏ The authors suggest several stages that can be used for analysing tweets and how they impact the reader‏ with selected narration. Sentiment analysis is used on a trained data set as a way to gain insight into‏ tweets of different factions in the Syria conflict. Selected tweets on missile strikes were published on 14‏ April 2018 and the day after. The Twitter profiles of three different sides – pro-Assad, pro-West and anti-‏ Assad – were also analysed. The results show that there is a real battle on social media with the purpose‏ of influencing human emotions.‏
  • 关键词:Syria conflict; Arab Spring; Syria miss ile strikes; Twitter; sentiment analysis
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