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Model of Facial Expressions Management for an Embodied Conversational Agent

机译:会话代理人的面部表情管理模型

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摘要

In this paper we present a model of facial behaviour encompassing interpersonal relations for an Embodied Conversational Agent (ECA). Although previous solutions of this problem exist in ECA's domain, in our approach a variety of facial expressions (i.e. expressed, masked, inhibited, and fake expressions) is used for the first time. Moreover, our rules of facial behaviour management are consistent with the predictions of politeness theory as well as the experimental data (i.e. annotation of the video-corpus). Knowing the affective state of the agent and the type of relations between interlocutors the system automatically adapts the facial behaviour of an agent to the social context. We present also the evaluation study we have conducted of our model. In this experiment we analysed the perception of interpersonal relations from the facial behaviour of our agent.
机译:在本文中,我们提出了一个涵盖面部表情行为的模型,其中包括一个具体化的对话代理人(ECA)的人际关系。尽管在ECA领域中已经存在该问题的先前解决方案,但是在我们的方法中,首次使用了多种面部表情(即表达,掩盖,抑制和伪造的表情)。此外,我们的面部行为管理规则与礼貌理论的预测以及实验数据(即视频语料的注释)一致。知道代理的情感状态和对话者之间的关系类型后,系统会自动使代理的面部行为适应社会环境。我们还介绍了我们对模型进行的评估研究。在此实验中,我们从代理人的面部行为分析了人际关系的感知。

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