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Mood Detection in Ambiguous Messages: The Interaction Between Text and Emoticons

机译:模棱两可的邮件中的情绪检测:文本和表情符号之间的交互

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Face-to-face communication has several sources of contextual information that enables language comprehension. This information is used, for instance, to perceive mood of interlocutors, clarifying ambiguous messages. However, these contextual cues are absent in text-based communication. Emoticons have been proposed as cues used to stress the emotional intentions on this channel of communication. Most studies have suggested that their role is to contribute to a more accurate perception of emotions. Nevertheless, it is not clear if their influence on disambiguation is independent of their emotional valence and its interaction with text message valence. In the present study, we designed an emotional congruence paradigm, where participants read a set of messages composed by a positive or negative emotional situation sentence followed by a positive or negative emoticon. Participants were instructed to indicate if the sender was in a good or bad mood. With the aim of analyzing the disambiguation process and observing if the role of the emoticons in disambiguation is different according their valence, we measure the rate of responses of perceived mood and the reaction times (RTs) for each condition. Our results showed that the perceived mood in ambiguous messages tends to be more negative regardless of emotion valence. Nonetheless, we observed that this tendency was not the same for positive and negative emoticons. Specifically, negative mood perception was higher for incongruent positive emoticons. On the other hand, RTs for positive emoticons were faster than for the negative ones. Responses for incongruent messages were slower than for the congruent ones. However, the incongruent condition showed different RTs depending on the emoticons’ valence. In the incongruent condition, responses for negative emoticons was the slowest. Results are discussed taking into account previous observations about the potential role of emoticons in mood perception and cognitive processing. We concluded that the role of emoticons in disambiguation and mood perception is due to the interaction of emoticon valence with the entire message.
机译:面对面的交流有多种上下文信息源,可以帮助理解语言。例如,此信息用于感知对话者的情绪,从而澄清模棱两可的消息。但是,在基于文本的通信中缺少这些上下文提示。已经提出了表情符号,作为在这种交流渠道上强调情感意图的线索。大多数研究表明,它们的作用是有助于更准确地感知情绪。然而,尚不清楚他们对消歧的影响是否独立于他们的情感价及其与短信价的相互作用。在本研究中,我们设计了一种情感一致性范例,其中参与者阅读了一组由正面或负面情绪状态句子后跟正面或负面表情符号组成的信息。指示参与者指出发件人的心情是好是坏。为了分析歧义消除过程并观察表情符号在歧义消除中的作用是否因价而异,我们测量了每种情况下感知情绪的反应速率和反应时间(RTs)。我们的研究结果表明,无论情感的效价如何,模棱两可的信息中所感知的情绪往往更加消极。尽管如此,我们观察到,这种趋势对于正面表情符号和负面表情符号并不相同。具体而言,对于不一致的正面表情符号,负面情绪感知更高。另一方面,阳性图释的RT比阴性图释更快。对不一致消息的响应比一致消息的响应慢。但是,不一致的情况显示出不同的RT,具体取决于表情符的化合价。在不一致的情况下,对负面表情的反应最慢。在讨论结果时要考虑到先前关于表情在情绪感知和认知加工中的潜在作用的观察结果。我们得出的结论是,表情符号在消歧和情绪感知中的作用是由于表情符号价与整个消息之间的相互作用。

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