人-虚拟人互动中情感和视觉注意相互作用的实证评价

Matias Volonte, Reza Ghaiumy Anaraky, Bart P. Knijnenburg, A. Duchowski, Sabarish V. Babu
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引用次数: 5

摘要

我们研究了渲染风格的影响,以及用户在与医疗培训模拟器中的虚拟患者交互过程中注意力和情感之间的相互作用。虚拟模拟被渲染为从照片逼真到非照片逼真连续体的样本,即近逼真,卡通或铅笔着色。在一项混合设计研究中,我们通过调查和眼动仪收集了45名参与者的情绪反应和凝视行为,同时与一位随着时间推移病情恶化的虚拟患者互动。我们使用了注意力和情绪的交叉滞后面板分析来理解它们随时间的相互关系。我们还进行了中介分析,以比较虚拟代理的外观和他的情感行为影响用户的情绪和注意力反应的程度。结果表明,随着时间的推移,参与者的视觉注意力和情绪之间存在相互作用,并且在与虚拟人的互动中,注意力是一个比情绪更强的变量。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Empirical Evaluation of the Interplay of Emotion and Visual Attention in Human-Virtual Human Interaction
We examined the effect of rendering style and the interplay between attention and emotion in users during interaction with a virtual patient in a medical training simulator. The virtual simulation was rendered representing a sample from the photo-realistic to the non-photorealistic continuum, namely Near-Realistic, Cartoon or Pencil-Shader. In a mixed design study, we collected 45 participants’ emotional responses and gaze behavior using surveys and an eye tracker while interacting with a virtual patient who was medically deteriorating over time. We used a cross-lagged panel analysis of attention and emotion to understand their reciprocal relationship over time. We also performed a mediation analysis to compare the extent to which the virtual agent’s appearance and his affective behavior impacted users’ emotional and attentional responses. Results showed the interplay between participants’ visual attention and emotion over time and also showed that attention was a stronger variable than emotion during the interaction with the virtual human.
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