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Patterns of Emotional Argumentation in Twitter Discussions

机译：Twitter讨论中的情感论证模式

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The paper presents the results of an ongoing research of Twitter discussions on inter-ethnic conflicts. The case of Biryulevo bashings is already thoroughly analyzed by the research group; in this paper, we develop a qualitative method for finding patterns of emotional (irrational) argumentation, the patterns that would link emotion and argumentation. Our pilot empirical study is based on 306 tweets of 7 top non-media users; the tweets are analyzed qualitatively for the spectrum of emotions for conflict cases - sadness/sorrow, surprise/fear, anger/indignation, as well as for irony and call to action for complete reconstruction of the chains of emotions. We find that there are two patterns in tweeting strategies - broadcasting the development of the conflict and 'broadcasting' emotions of individuals that reflect collective ones. The total number of expressed emotions was counted, followed by reconstructing chains of emotions chronologically. There are three groups of patterns: starting and ending with neutral informing; starting and ending with one certain emotion, no clear pattern with different emotions in the start and in the end. Despite we find only a few sustainable patterns, we argue that further computational research can be done to connect the type of a top user and his/her emotional patterns.
机译：本文介绍了对族裔间冲突的推特讨论的持续研究结果。研究组已经彻底分析了Biryulevo Bashings的情况;在本文中，我们开发了一种定性方法，用于寻找情绪（非理性）论证的模式，将与情感和论证联系起来的模式。我们的试点实证研究基于7个顶级非媒体用户的306推文;对冲突案件的情感谱进行了定性分析了推文 - 悲伤/悲伤，惊喜/恐惧，愤怒/愤慨，以及讽刺和呼吁采取完全重建情绪的重建。我们发现推特策略中有两种模式 - 广播冲突的发展和“广播”情绪反映集体的人。表达情绪的总数被计算，然后按时间重建情绪链。有三组模式：开始和结束中立信息;从一定的情绪开始和结束，在开始和最后没有明确的情感。尽管我们发现只有少数可持续模式，我们认为可以进行进一步的计算研究来连接顶级用户的类型和他/她的情绪模式。

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