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Measuring stress and cognitive load effects on the perceived quality of a multimodal dialogue system

机译:测量压力和认知负荷对多模态对话系统感知质量的影响

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摘要

In this paper we present the results of a pilot study investigating the impact of stress and cognitive load on the perceived interaction quality of a multimodal dialogue system for crisis management. Four test subjects interacted with the system in four differently configured trials aiming to induce low/high levels of stress and cognitive load. To measure the level of stress and cognitive load physiological sensors and subjective ratings were collected. After each trial the subjects filled in an evaluation questionnaire regarding the system interaction quality. In the end we conducted an in-depth interview with each subject. The trials were recorded with a webcam to facilitate the behaviour analysis. Results showed that both factors have an influence on the way subjects perceived the interaction quality, whereas the cognitive load seems to have a higher impact. Further quantitative experiments are needed in order to validate the results and quantify the weight of each factor. ud
机译:在本文中,我们提供了一项初步研究的结果,该研究调查了压力和认知负荷对危机管理多模式对话系统的感知交互质量的影响。在四个旨在引起低/高水平的压力和认知负荷的不同配置的试验中,四个测试对象与系统进行了交互。为了测量压力和认知负荷的水平,收集了生理传感器和主观评分。在每次试验后,受试者填写有关系统交互质量的评估问卷。最后,我们对每个主题进行了深入采访。使用网络摄像头记录试验,以方便进行行为分析。结果表明,这两个因素都对受试者感知互动质量的方式产生影响,而认知负荷似乎具有更高的影响。为了验证结果并量化每个因素的权重,需要进行进一步的定量实验。 ud

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