Mechanism, modulation, and expression of empathy in a virtual human

Hana Boukricha, I. Wachsmuth
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引用次数: 3

Abstract

Empathy is believed to play a prominent role in contributing to an efficient and satisfying cooperative social interaction by adjusting one's own behavior to that of others. Thus, endowing virtual humans with the ability to empathize not only enhances their cooperative social skills, but also makes them more likeable, trustworthy, and caring. Supported by psychological models of empathy, we propose an approach to model empathy for EMMA — an Empathic MultiModal Agent — based on three processing steps: First, the Empathy Mechanism consists of an internal simulation of perceived emotional facial expressions and results in an internal emotional feedback that represents the empathic emotion. Second, the Empathy Modulation consists of modulating the empathic emotion through different predefined modulation factors. Third, the Expression of Empathy consists of triggering EMMA's multiple modalities like facial and verbal behaviors. In a conversational agent scenario involving the virtual humans MAX and EMMA, we illustrate our proposed model of empathy and we introduce a planned empirical evaluation of EMMA's empathic behavior.
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虚拟人的移情机制、调节和表达
移情被认为在促进高效和满意的合作社会互动中发挥着重要作用,通过调整自己的行为来适应他人的行为。因此,赋予虚拟人移情能力不仅能提高他们的合作社交技能,还能让他们更讨人喜欢、更值得信赖、更有爱心。在共情心理模型的支持下,我们提出了一种共情多模态Agent (EMMA)的共情建模方法,该方法基于三个加工步骤:首先,共情机制包括对感知到的情绪面部表情的内部模拟,并产生代表共情情绪的内部情绪反馈。第二,共情调节包括通过不同的预定义调节因子来调节共情情绪。第三,共情的表达包括触发EMMA的多种模式,如面部和言语行为。在涉及虚拟人MAX和EMMA的会话代理场景中,我们阐述了我们提出的共情模型,并介绍了EMMA共情行为的计划经验评估。
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