论文标题

通过注意跟踪工具增强在线课程可能会改善学生的参与度

Augmenting Online Classes with an Attention Tracking Tool May Improve Student Engagement

论文作者

Sharma, Arnab Sen, Amin, Mohammad Ruhul, Fuad, Muztaba

论文摘要

在线远程学习具有某些优势,例如更高的灵活性和更大的包容性。但是,警告是教师在在线课程中监视学生互动的能力有限,尤其是在教师共享屏幕时。我们从12位教学本科级别的在线课程中获得了有关关注跟踪工具的必要性来了解学生参与在线课程的必要性的反馈。本文概述了这样的监视工具的设计,该工具通过跟踪学生在屏幕上的凝视并在注意力分数低于一定阈值时自动跟踪整个班级的注意力。我们认为好处是双重的。 1)教师将能够确定学生是专注还是与演讲内容互动,而2)由于这种被动监测系统,学生将在在线课程中变得更加专注。在本文中,我们介绍了使用拟议工具的初步设计和可行性,并讨论了其在增强在线课程中的适用性。最后,我们调查了31名学生对使用此类监控工具的可用性以及道德和隐私问题的意见。

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.

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