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In Defense of Dominance: PAD Usage in Computational Representations of Affect

机译:捍卫优势:PAD在情感的计算表示中的使用

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摘要

Factor-based models of emotion (affect) are often used in the field of emotion modeling and emotion measurement, in particular the three factor model commonly known as Pleasure, Arousal, and Dominance (PAD). This article addresses computational use and usefulness of the third factor, i.e., Dominance. The claim made in this article is that Dominance should be seriously considered when modeling or measuring affect. More concretely, it presents an easy to understand conceptual description of Dominance, followed by cases in which Dominance was instrumental in modeling synthetic affect, as well as cases in which Dominance was instrumental in measuring user affect. Finally, it relates the PAD factor model to appraisal dimensions.
机译:基于情感的因子模型(影响)通常用于情感建模和情感测量领域,尤其是通常称为“享乐”,“唤醒”和“优势”(PAD)的三因子模型。本文介绍了第三个因素(即优势度)的计算用途和实用性。本文声称,在建模或衡量情感时应认真考虑“优势”。更具体地讲,它提供了一个易于理解的“优势”概念描述,然后介绍了“优势”在模拟综合情感中起作用的情况以及在“优势”在衡量用户情感中起作用的情况。最后,它将PAD因素模型与评估维度相关联。

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