Emoji and Self-Identity in Twitter Bios

Jinhang Li, Giorgos Longinos, Steven R. Wilson, Walid Magdy
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引用次数: 6

Abstract

Emoji are widely used to express emotions and concepts on social media, and prior work has shown that users’ choice of emoji reflects the way that they wish to present themselves to the world. Emoji usage is typically studied in the context of posts made by users, and this view has provided important insights into phenomena such as emotional expression and self-representation. In addition to making posts, however, social media platforms like Twitter allow for users to provide a short bio, which is an opportunity to briefly describe their account as a whole. In this work, we focus on the use of emoji in these bio statements. We explore the ways in which users include emoji in these self-descriptions, finding different patterns than those observed around emoji usage in tweets. We examine the relationships between emoji used in bios and the content of users’ tweets, showing that the topics and even the average sentiment of tweets varies for users with different emoji in their bios. Lastly, we confirm that homophily effects exist with respect to the types of emoji that are included in bios of users and their followers.
推特Bios中的表情符号和自我认同
表情符号在社交媒体上被广泛用于表达情感和概念,之前的研究表明,用户对表情符号的选择反映了他们希望向世界展示自己的方式。表情符号的使用通常是在用户发布的帖子的背景下进行研究的,这种观点为情感表达和自我表现等现象提供了重要的见解。然而,除了发布帖子之外,Twitter等社交媒体平台还允许用户提供简短的个人简介,这是一个简要描述他们帐户整体的机会。在这项工作中,我们专注于在这些生物陈述中使用表情符号。我们探索了用户在这些自我描述中使用表情符号的方式,发现了与在推特中使用表情符号不同的模式。我们研究了bios中使用的表情符号与用户推文内容之间的关系,结果表明,对于在其bios中使用不同表情符号的用户,推文的主题甚至平均情绪都有所不同。最后,我们确认在用户及其追随者的简历中包含的表情符号类型方面存在同质效应。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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