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Comparing Thermographic, EEG, and Subjective Measures of Affective Experience During Simulated Product Interactions

机译:在模拟产品交互过程中比较热成像,EEG和情感体验的主观衡量

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The affective experience of a stimulus has traditionally been studied by statistically correlating the Electroencephalogram (EEG) and Affective Self Report (ASR). Here, this method is extended into a three-way correlation by including measurement of changes in forehead temperature on the right and left sides using Infrared Thermography (IRT). Sixteen male undergraduate designers were given a cognitive task whilst simultaneous IRT and EEG measurements were conducted. Measures of Arousal and Valence were recorded along with an additional post-test measure of Task Engagement. Using a Pearson product-moment correlation coefficient, the initial results exhibited inconclusive evidence of triangulation between the three methods, although a strong positive association was established between changes in forehead temperature and changes in total EEG activity. Further analysis revealed that the sample group was complex: half displayed higher temperatures on the right side and half displayed higher temperatures on the left side throughout the test. Analysis of these smaller groups revealed significant correlations between IRT, EEG, and ASR. The results support the view that IRT has potential use in the measurement of cognitive work and affective state changes during user-product interactions and suggest that further work is required to establish a more definitive relationship between forehead temperature dynamics and affect.
机译:传统上已经通过脑电图(EEG)和情感自我报告(ASR)的统计相关性研究了刺激的情感体验。在此,此方法通过使用红外热成像(IRT)测量左右两侧的额头温度变化而扩展为三向关联。 16位男大学生设计师接受了认知任务,同时进行了IRT和EEG测量。记录了唤醒和化合的量度以及任务参与度的其他测试后量度。使用Pearson乘积矩相关系数,尽管在额头温度变化与总EEG活性变化之间建立了很强的正相关性,但最初的结果显示了三种方法之间三角测量的不确定结论。进一步的分析表明,样品组很复杂:一半在整个测试过程中右侧显示较高的温度,一半在左侧显示较高的温度。对这些较小群体的分析显示,IRT,EEG和ASR之间存在显着相关性。结果支持这样一种观点,即IRT可以潜在地用于测量用户产品互动过程中的认知工作和情感状态变化,并建议需要进一步的工作以在额头温度动态和情感之间建立更明确的关系。

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