眼动追踪改善教育系统的利弊

Michael Burch, Rahel Haymoz, Sabrina Lindau
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引用次数: 1

摘要

教育系统是基于教师的教学投入和学生的学习产出。此外,该系统的成功与否还取决于其所处的环境以及相关人员的社会活动和网络。然而,在大多数情况下,使用的是标准的教学设备,很难对课堂上细粒度的时空活动有一些认识和洞察。另一方面,理解为什么一个教育系统不像预期的那样成功,很难通过基于几个与学生相关的指标来生成关于学习输出的统计数据来探索。在本文中,我们讨论了使用眼动追踪作为一种强大的技术来跟踪人们的视觉注意力以探索教育系统的价值的好处,然而,我们也看了一下以数据记录,存储,处理以及数据分析和可视化的形式出现的缺点,以便在如此大的数据集中快速获得见解。我们认为,如果以一种聪明的方式应用眼动追踪,教育系统可能会从几个角度得出有价值的结论来改进它,无论是在在线/远程或课堂教学的光线下,还是从教师和学生/学生的角度。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
The Benefits and Drawbacks of Eye Tracking for Improving Educational Systems
Educational systems are based on the teaching inputs from teachers and the learning outputs from the pupils/students. Moreover, also the surrounding environment as well as the social activities and networks of the involved people have an impact on the success of such a system. However, in most of them, standard teaching equipment is used while it is difficult to gain some knowledge and insights about the fine-grained spatio-temporal activities in the classroom. On the other hand, understanding why an educational system is not that successful as it was expected, can hardly be explored by just generating statistics about the learning outputs based on several student-related metrics. In this paper we discuss the benefits of using eye tracking as a powerful technology to track people’s visual attention to explore the value of an educational system, however, we also take a look at the drawbacks that come in the form of data recording, storing, processing, and finally, data analysis and visualization to rapidly gain insights in such large datasets apart from many more. We argue that if eye tracking is applied in a clever way, an educational system might draw valuable conclusions to improve it from several perspectives, be it under the light of online/remote or classroom teaching or also from the perspectives of teachers and pupils/students.
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