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ANALYSIS OF DESIGN ACTIVITIES USING EEG SIGNALS

机译:使用脑电信号分析设计活动

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摘要

It plays a significant role in developing of design theory and methodology to understand designer's thinking and cognitive process during design activities. The most dominant method to conduct this kind of study is protocol analysis. However, this method is prone to subjective factors. Therefore, other approaches are emerging, which can measure the brain activities directly. With the advances in technologies, brain scanner and brain recorder systems such as EEG, fMRI, PET have become more affordable. In the present research, we used EEG to record designer's brain electrical signals when s/he was working on a design task. Six channels of the EEG signals were recorded, including Fpl, Fp2, Fz, Cz, Pz, Oz, based on which the power spectral density for each EEG band (delta, theta, alpha and beta) was calculated. The results showed that, for the given design problem, the subject spent more effort in visual thinking during the solution generation than that in solution evaluation. The preliminary success in identifying regularity underlying a single designer's design process through EEG signals lays a foundation for further investigation of designers' general mental efforts during the conceptual design process.
机译:它对设计理论和方法论的发展起重要作用,以了解设计人员在设计活动中的思维和认知过程。进行此类研究的最主要方法是协议分析。但是,这种方法容易受到主观因素的影响。因此,正在出现其他可以直接测量大脑活动的方法。随着技术的进步,脑扫描仪和脑记录仪系统(例如EEG,fMRI,PET)变得越来越便宜。在本研究中,我们使用EEG记录设计人员在执行设计任务时的大脑电信号。记录了6个EEG信号通道,包括Fp1,Fp2,Fz,Cz,Pz,Oz,根据这些通道计算每个EEG频段(δ,θ,α和β)的功率谱密度。结果表明,对于给定的设计问题,与解决方案评估相比,对象在解决方案生成过程中在视觉思维上花费了更多的精力。通过EEG信号识别单个设计师的设计过程中的规律性的初步成功,为进一步研究设计师在概念设计过程中的整体脑力工作奠定了基础。

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