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Sense-making in social media during extreme events

机译:极端事件中社交媒体的感官

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During an extreme event, individuals use social media to communicate, self-organize, manage, and mitigate risks (crisis-related communications) but also to make sense of the event (commentary-related communications). This study focuses on commentary-based social media communication practices of Twitter users to understand the processes and patterns of inter-subjective sense-making during an extreme event. We analyse Twitter communication generated during three events: The Sydney Lindt Cafe Siege (2014), the Germanwings plane crash (2015), and the Brussels Terror Attacks (2016). We focus on the (i) communication structure, (ii) emotionality of the content via sentiment analyses, and (iii) influence of Twitter users on communications via social network analyses. We identified differences in the communication structures between the three events, which suggests a research agenda focussed on inter-subjective sense-making through the use of social media platforms, would make a significant contribution to knowledge about social media adoption and use in extreme events.
机译:在极端事件中,个人使用社交媒体进行沟通,自我组织,管理和缓解风险(与危机相关的交流),但也可以从某种意义上了解事件(与评论相关的交流)。这项研究的重点是Twitter用户基于评论的社交媒体传播实践,以了解极端事件期间主体间感官感知的过程和模式。我们分析了以下三个事件中产生的Twitter通信:悉尼林德咖啡馆围困(2014),德国之翼飞机失事(2015)和布鲁塞尔恐怖袭击(2016)。我们专注于(i)交流结构,(ii)通过情感分析的内容情感,以及(iii)Twitter用户对通过社交网络分析的交流的影响。我们发现这三个事件之间的交流结构存在差异,这表明研究议程着重于通过使用社交媒体平台进行主体间感性认识,这将为有关社交媒体在极端事件中的采用和使用的知识做出重大贡献。

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