博士讨论会-利用脑电图、眼睛注视和学习者分析来检查学生在虚拟现实教室中的参与度

Vaishnav Sivaprasad, I. Davidesco, Noah J. Glaser, Kenneth Thompson
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引用次数: 2

摘要

人们注意到,人们逐渐转向在线学习模式,疫情进一步加速了这种转变。由于这种持续的转变,了解学生和教师如何参与在线学习环境已经成为一个及时和重要的调查主题。大多数先前关于学生参与的研究严重依赖于自我报告数据,这提出了几个方法和概念问题。此外,大多数关于学生参与度的研究都是在人工实验室环境中进行的,与现实世界课堂中遇到的挑战相去甚远。鉴于这些限制,本博士研讨会论文概述了拟议的项目,旨在将沉浸式虚拟现实课堂环境的使用与行为、眼睛注视和脑电图数据相结合,以调查本科生的参与度和学习情况。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Doctoral Colloquium—Utilizing Electroencephalography, Eye Gaze, and Learner Analytics to Examine Student Engagement in a Virtual Reality Classroom
The gradual shift to online modes of learning has been greatly observed, further accelerated due to the pandemic. As a result of this ongoing shift, understanding how students and instructors engage within online learning environments has emerged as a timely and important topic of investigation. Most prior research on student engagement relies heavily on self-report data, which poses several methodological and conceptual issues. Moreover, most studies on student engagement are conducted in an artificial lab setting which is far removed from the challenges encountered in real-world classrooms. Given these limitations, the proposed project, outlined in this Doctoral Colloquium paper, aims to integrate the use of an immersive virtual reality classroom environment and behavioral, eye gaze, and EEG data to investigate the engagement and learning of undergraduate students.
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