Improving HCI with Brain Input: Review, Trends, and Outlook
Improving HCI with Brain Input: Review, Trends, and Outlook
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DOI：
10.1561/1100000078
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发表时间：
2021
期刊：
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通讯作者：
E. Solovey;F. Putze
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作者：
E. Solovey;F. Putze
在HCI领域，来自不同背景的研究人员已经对可以从大脑信号中受益的应用领域进行了广泛的研究，无论是通过应用HCI方法来改善使用大脑信号的界面（例如，以人为中心的设计和基于大脑的用户界面的评估），以及将大脑信号集成到HCI方法中（例如，在用户体验评估中使用大脑度量）。大脑传感技术、新分析方法和硬件改进的最新进展为此类研究打开了大门，随着包含大脑传感器的可穿戴技术的商业化程度提高，这一研究将加速。在这本专着中，我们从HCI的角度研究大脑信号，重点放在工作，使HCI相关的贡献。我们追求三个主要目标。首先，我们为HCI研究人员提供了在用户界面中使用大脑信号的必要技术、可能性和限制。其次，我们通过构建应用程序、输入范式和界面设计的分类，系统地绘制了研究领域。为此，我们回顾了主要HCI会议和期刊上的100多篇出版物。最后，我们确定的差距和新兴的工作领域，为未来的研究和大脑信号的HCI奠定了基础。艾琳·T Solovey和Felix Putze（2021年），“Improving HCI with Brain Input：Review，Trends，and Outlook”，人机交互的基础和趋势®：第13卷，第4期，第298-379页。DOI：10.1561/1100000078。记录版本可在以下网址获得：http://dx.doi.org/10.1561/1100000078
In the field of HCI, researchers from diverse backgrounds have taken a broad view of application domains that could benefit from brain signals, both by applying HCI methods to improve interfaces using brain signals (e.g., human-centered design and evaluation of brain-based user interfaces), as well as integrating brain signals into HCI methods (e.g., using brain metrics in user experience evaluation). Recent advances in brain sensing technologies, new analysis methods, and hardware improvements have opened the door for such research, which will accelerate with the increased commercialization of wearable technology containing brain sensors. In this monograph, we examine brain signals from an HCI perspective, focusing on work that makes an HCI-related contribution. We pursue three main goals. First, we give a primer for HCI researchers on the necessary technology, the possibilities, and limitations for using brain signals in user interfaces. Second, we systematically map out the research field by constructing a taxonomy of applications, input paradigms, and interface designs. For this purpose, we reviewed more than 100 publications in major HCI conferences and journals. Finally, we identify gaps and areas of emerging work to lay a foundation for future research on HCI for and with brain signals. Erin T. Solovey and Felix Putze (2021), “Improving HCI with Brain Input: Review, Trends, and Outlook”, Foundations and Trends® in Human–Computer Interaction: Vol. 13, No. 4, pp 298–379. DOI: 10.1561/1100000078. The version of record is available at: http://dx.doi.org/10.1561/1100000078