AffectAura:情绪健康反映系统

Daniel J. McDuff, Amy K. Karlson, Ashish Kapoor, A. Roseway, M. Czerwinski
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引用次数: 14

摘要

情绪健康对我们的生活质量非常重要。然而,监控情绪健康是一项挑战。AffectAura是一款情感假肢,可以让用户长时间反思自己的情绪状态。该系统根据从多模态传感器收集的信息不断预测用户的兴趣、兴奋度和参与度。该界面将这些预测与丰富的上下文信息结合起来,并允许用户探索数据。AffectAura已经在100个小时的数据记录中得到了验证,这些人发现该系统可以让他们对自己的情感经历进行向前和向后的推理。这个项目展示了第一个纵向评估的情绪记忆系统。
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AffectAura: Emotional wellbeing reflection system
Emotional health is of huge importance to our quality of life. However, monitoring emotional wellbeing is challenging. AffectAura is an emotional prosthetic that allows users to reflect on their emotional states over long periods of time. The system continuously predicts user's valence, arousal and engagement based on information gathered from a multimodal sensor setup. The interface combines these predictions with rich contextual information and allows the user to explore the data. AffectAura has been validated on 100's of hours of data recorded from multiple people who found the system allowed them to reason forward and backward in time about their emotional experiences. This project illustrates the first longitudinally evaluated emotional memory system.
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