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Capturing emotion reactivity through physiology measurement as a foundation for affective engineering in engineering design science and engineering practices

机译:通过生理测量捕捉情绪反应性,作为工程设计科学和工程实践中情感工程的基础

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摘要

This paper presents the theoretical and practical fundamentals of using physiology sensors to capture human emotion reactivity in a products or systems engineering context. We aim to underline the complexity of regulating (internal and external) effects on the human body and highly individual physiological (emotion) responses and provide a starting point for engineering researchers entering the field. Although great advances have been made in scenarios involving human-machine interactions, the critical elements—the actions and responses of the human—remain far beyond automatic control, because of the irrational behavior of human subjects. These (re)actions, which cannot be satisfactorily modeled, stem mostly from the fact that human behavior is regulated by emotions. The physiological measurement of the latter can thus be a potential door to future advances for the community. In this paper, following a brief overview of the foundations and ongoing discussions in psychology and neuroscience, various emotion-related physiological responses are explained on the basis of a systematic review of the autonomic nervous system and its regulation of the human body. Based on sympathetic and parasympathetic nervous system responses, various sensor measurements that are relevant in an engineering context, such as electrocardiography, electroencephalography, electromyography, pulse oximetry, blood pressure measurements, respiratory transducer, body temperature measurements, galvanic skin response measurements, and others, are explained. After providing an overview of ongoing engineering and human-computer interaction projects, we discuss engineering-specific challenges and experiment setups in terms of their usability and appropriateness for data analysis. We identify current limitations associated with the use of physiology sensors and discuss developments in this area, such as software-based facial affect coding and near-infrared spectroscopy. The key to truly understanding user experience and designing systems and products that integrate emotional states dynamically lies in understanding and measuring physiology. This paper serves as a call for the advancement of affective engineering research.
机译:本文介绍了在产品或系统工程环境中使用生理传感器捕获人类情绪反应的理论和实践基础。我们旨在强调调节(内部和外部)对人体的影响以及高度个体化的生理(情绪)反应的复杂性,并为工程研究人员进入该领域提供起点。尽管在涉及人机交互的场景中已经取得了很大的进步,但是由于人类对象的不合理行为,关键要素(人类的动作和响应)仍然远远超出了自动控制。这些(反应)行为无法令人满意地建模,主要是因为人类的行为受情绪控制。后者的生理测量因此可能成为社区未来发展的潜在大门。在本文中,对心理学和神经科学的基础进行了简要概述并进行了持续的讨论,在对植物神经系统及其对人体调节的系统综述的基础上,解释了各种与情感有关的生理反应。基于交感神经和副交感神经系统反应,在工程环境中相关的各种传感器测量,例如心电图,脑电图,肌电图,脉搏血氧饱和度,血压测量,呼吸换能器,体温测量,皮肤电反应测量等,解释。在概述了正在进行的工程和人机交互项目之后,我们将针对工程方面的挑战和实验设置,就其可用性和数据分析的适用性进行讨论。我们确定与生理传感器的使用相关的当前限制,并讨论该领域的发展,例如基于软件的面部影响编码和近红外光谱。真正了解用户体验以及设计动态集成情绪状态的系统和产品的关键在于理解和衡量生理。本文呼吁情感工程研究的发展。

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  • 年度 2017
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  • 入库时间 2022-08-20 21:05:49

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