Investigating the Influence of Users Personality on the Ambiguous Emoji Perception

Olga Iarygina
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Abstract

Emojis are an integral part of Internet communication nowadays. Even though, they are supposed to make the text clearer and less dubious, some emojis are ambiguous and can be interpreted in different ways. One of the factors that determine the perception of emojis is the user’s personality. In this work, I conducted an experimental study and investigated how personality traits, measured with a Big Five Inventory (BFI) questionnaire, affect reaction time when interpreting emoji. For a set of emoji, for which there are several possible interpretations, participants had to determine whether the emoji fits the presented context or not. Using regression analysis, I found that conscientiousness and neuroticism significantly predict the reaction time the person needs to decide about the emoji. More conscientious people take longer to resolve ambiguity, while more neurotic people make decisions about ambiguous emoji faster. The knowledge of the relationship between personality and emoji interpretation can lead to effective use of knowledge of people’s characters in personalizing interactive computer systems.
调查用户个性对模糊表情感知的影响
表情符号是当今互联网交流不可或缺的一部分。尽管他们应该让文字更清晰,更少可疑,但一些表情符号是模棱两可的,可以用不同的方式来解释。决定人们对表情符号的看法的因素之一是用户的个性。在这项工作中,我进行了一项实验研究,调查了人格特征是如何影响解读表情符号时的反应时间的。对于一组表情符号,有几种可能的解释,参与者必须确定表情符号是否符合所呈现的上下文。通过回归分析,我发现尽责性和神经质显著地预测了一个人决定表情符号所需的反应时间。更认真的人会花更长的时间来解决歧义,而更神经质的人会更快地对歧义表情做出决定。了解个性与表情符号解释之间的关系,可以在个性化交互计算机系统中有效地利用人们的性格知识。
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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