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Patterns of Emotional Argumentation in Twitter Discussions

机译：Twitter讨论中的情感争论模式

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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：本文介绍了正在进行的有关种族间冲突的Twitter讨论的研究结果。该研究小组已经对Biryulevo扑打案进行了全面分析；在本文中，我们开发了一种定性方法来寻找情感（非理性）论证的模式，这些模式将情感和论证联系起来。我们的试点实证研究基于7位顶级非媒体用户的306条推文；对推文进行定性分析，以分析冲突情况下的情绪范围-悲伤/悲伤，惊奇/恐惧，愤怒/愤慨，讽刺和呼吁采取行动以完全重建情绪链。我们发现在推文策略中有两种模式-广播冲突的发展和反映集体情绪的个人的“广播”情绪。计算表达的情绪总数，然后按时间顺序重建情绪链。模式分为三类：以中性通知开始和结束；以中性通知开始和结束。以一种特定的情感开始和结束，在开始和结束时没有清晰的模式以不同的情感出现。尽管我们只发现了几种可持续的模式，但我们认为可以做进一步的计算研究来联系最高用户的类型和他/她的情绪模式。

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