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ANALYSIS OF DESIGN ACTIVITIES USING EEG SIGNALS

机译:使用EEG信号分析设计活动

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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 Fp1, 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:它在设计理论和方法的发展,了解设计师的思维和认知过程中的设计活动显著的作用。最主要的方法来进行这种研究是协议分析。然而,这种方法很容易出现主观因素。因此,其他方法正在出现,它可以直接测量大脑活动。随着技术的进步,脑扫描与脑记录系统,如脑电图,磁共振成像,PET变得更加实惠。在本研究中,我们使用脑电图记录设计师的脑电信号时,他/她是工作的一个设计任务。所述EEG信号的六个信道被记录,包括FP1,FP2,FZ,CZ,的Pz,盎司,在此基础上计算每个EEG频带(δ,θ,α和β)的功率谱密度。结果表明,对于给定的设计问题,这一问题的解决方案产生比方案评估过程中视觉思维花费更多的精力。在确定规律性通过EEG信号基本单一的设计师的设计过程中的初步成功,奠定了在概念设计过程中设计师一般心力进一步研究奠定了基础。

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