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fNIRS as a Method to Capture the Emotional User Experience: A Feasibility Study

机译:fNIRS作为一种捕捉情感用户体验的方法:一项可行性研究

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User experience (UX) has become a key factor in interface design. Still, so far, no satisfying solution exists for measuring the emotional user experience (UX) during human-technology interaction (HTI) and linking them to design elements of the interface. Non-invasive brain imaging techniques are promising tools to assess the underlying causes and generation of emotional experiences in the brain. Against this background, especially functional near-infrared spectroscopy (fNIRS), a rather new and portable method, appears to have strong potential for measuring UX in real-world HTI settings. However, so far fNIRS has scarcely been used in emotion research. The present research evaluates the feasibility of using fNIRS to detect emotional user responses during HTI by comparing it to the well-established method of fMRI which, due to its set-up, is difficult to use in HTI context. Our feasibility study shows that fNIRS can detect brain activity patterns which are similar to those obtained using fMRI and can be used to distinguished positive and negative emotional reaction in an HTI context and displays brain activities which cannot be examined when fMRI is used. Future research should investigate whether similar results can be found when fNIRS is used in less controlled and more realistic HTI scenarios.
机译:用户体验(UX)已成为界面设计的关键因素。到目前为止,仍然没有令人满意的解决方案来测量人机交互(HTI)期间的情感用户体验(UX)并将其链接到界面的设计元素。非侵入性脑成像技术是评估脑部潜在原因和产生情感体验的有前途的工具。在这种背景下,尤其是功能性近红外光谱法(fNIRS),一种相当新的便携式方法,似乎具有在现实世界的HTI设置中测量UX的强大潜力。但是,到目前为止,fNIRS几乎没有用于情绪研究。本研究通过将fNIRS与功能完善的fMRI方法进行比较,评估了使用fNIRS在HTI中检测情绪用户反应的可行性,该方法由于其设置而难以在HTI背景下使用。我们的可行性研究表明,fNIRS可以检测到与使用fMRI获得的大脑活动模式相似的大脑活动模式,并且可以用于区分HTI背景下的正面和负面情绪反应,并显示使用fMRI时无法检查的大脑活动。未来的研究应该调查在控制较少且更现实的HTI场景中使用fNIRS时是否可以找到类似的结果。

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