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Emotional Stimuli in Social Media User Behavior: Emoji Reactions on a News Media Facebook Page

机译:社交媒体用户行为中的情感刺激:新闻媒体Facebook页面上的表情符号反应

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Emotions influence cognitive processes such as attention to a Facebook post and lead to behavioral response, such as liking, sharing and commenting. In 2016 Facebook launched a new set of icons indicating emotions in addition to the Like button, therefore the data about emotional stimuli in social media user behavior can be gathered automatically. This study examines user response to the posts published by 18 Facebook pages of Israeli news media in Russian language and investigates relationships between selective, interpretative and productive activities of a news user. We advocate that the usage of Emoji reactions on Facebook media pages is negatively correlated with commenting and sharing. The Love icon is used in the same way as the traditional Like. Posts evoking a Sad reaction are less likely to be commented or shared than posts arousing any other reaction. Second, we measure the congruence between different reactions expressed in a choice of one Emoji icon. The Love icon is used in the most monosemantic way. On the contrary, the post evoking a Wow reaction might be responded with any other Emoji reaction with a moderate degree of probability. Possible meanings of the homogeneity of emotions shared in a media Facebook page community are discussed.
机译:情绪影响认知过程,例如对Facebook帖子的关注,并导致行为反应,如喜欢,分享和评论。 2016年,Facebook除了“赞”按钮之外,还发布了一组新的指示情绪的图标,因此可以自动收集社交媒体用户行为中的情绪刺激数据。这项研究调查了用户对以色列新闻媒体在Facebook的18个页面上用俄语发布的帖子的反应,并调查了新闻用户的选择性,解释性和生产性活动之间的关系。我们主张,Facebook媒体页面上表情符号反应的使用与评论和共享负相关。 “爱”图标的使用方式与传统“赞”相同。引起悲伤反应的帖子比引起任何其他反应的帖子更少被评论或共享。其次,我们测量以一个表情符号图标表示的不同反应之间的一致性。 “爱情”图标以最单义的方式使用。相反,在发生哇反应后,任何其他表情符号反应都可能以中等程度的响应。讨论了在媒体Facebook页面社区中共享的情感同质性的可能含义。

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