使用VEMOS情绪分析系统揭示情绪和认知失调

Nadia Jmour, S. Masmoudi, A. Abdelkrim
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引用次数: 0

摘要

人工智能应用于不同的领域。本文描述了将人工智能与认知社会心理学联系起来的新机会。我们触及两个重要的心理学范式:情绪失调和认知失调。我们的假设是使用新的基于视频的情绪分析系统(VEMOS),根据认知心理学专家提出的描述这两种范式的具体场景和情境,通过测试演员拍摄的标记视频样本来证明的。首先,我们的方法显示了相关的结果,证实了情绪和认知失调的概念,以及智能系统VEMOS在有效识别情绪方面的可靠性。然后,我们成功地增加了一种新的方法来测量个人情绪失调的得分以及他的自发性程度和控制程度。
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Emotional and cognitive dissonance revealed using VEMOS emotion analysis system
Artificial intelligence is used in different fields. This paper describes a new opportunity to connect artificial intelligence to cognitive social psychology. We touch two important psychology paradigms: emotional and cognitive dissonance. Our hypotheses are proved using the new video based emotions analysis system (VEMOS) by testing labeled videos samples filmed by an actor according to specific scenarios and situations proposed by an expert on cognitive psychology describing the two paradigms. First, our approach has shown relevant results that confirm the notion of emotional and cognitive dissonance and the reliability of the intelligent system VEMOS on recognizing emotions efficiently. Then, we successfully add a new method of measuring a score of the individual emotional dissonance as well as his degree of spontaneity and degree of control.
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