Online remote learning has certain advantages, such as higher flexibility and greater inclusiveness. However, a caveat is the teachers' limited ability to monitor student interaction during an online class, especially while teachers are sharing their screens. We have taken feedback from 12 teachers experienced in teaching undergraduate-level online classes on the necessity of an attention tracking tool to understand student engagement during an online class. This paper outlines the design of such a monitoring tool that automatically tracks the attentiveness of the whole class by tracking students' gazes on the screen and alerts the teacher when the attention score goes below a certain threshold. We assume the benefits are twofold; 1) teachers will be able to ascertain if the students are attentive or being engaged with the lecture contents and 2) the students will become more attentive in online classes because of this passive monitoring system. In this paper, we present the preliminary design and feasibility of using the proposed tool and discuss its applicability in augmenting online classes. Finally, we surveyed 31 students asking their opinion on the usability as well as the ethical and privacy concerns of using such a monitoring tool.
翻译:在线远程学习具有某些优势,例如灵活性和包容性的提高。然而,一个告诫是,教师在在线课程中监测学生互动的能力有限,特别是在教师分享其屏幕时。我们已经从12名在教授本科本科级在线课程方面有经验的教师那里得到反馈,他们认为有必要使用关注跟踪工具来理解学生在在线课程中的参与情况。本文概述了这样一个监测工具的设计,通过跟踪学生在屏幕上的视线来自动跟踪整个班子的注意情况,并在关注分数低于某一阈值时提醒教师。我们假定其好处是双重的:1)教师将能够确定学生是否关注或参与讲座内容,2)由于这种被动的监测系统,学生将在在线课程中更加关注。我们在本文件中介绍了使用拟议工具的初步设计和可行性,并讨论了其在扩大在线课程方面的适用性。最后,我们调查了31名学生,询问他们对使用这种监测工具的可用性以及伦理和隐私问题的意见。