Gaze tutor: A gaze-reactive intelligent tutoring system
We developed an intelligent tutoring system (ITS) that aims to promote engagement and
learning by dynamically detecting and responding to students' boredom and …
learning by dynamically detecting and responding to students' boredom and …
A survey of biometric and machine learning methods for tracking students' attention and engagement
The skills of focusing and paying attention are critical to student learning. According to
Piontkowski et al.[40]," Educators often talk about attention as a general mental state in …
Piontkowski et al.[40]," Educators often talk about attention as a general mental state in …
In the zone: Towards detecting student zoning out using supervised machine learning
J Drummond, D Litman - … Systems: 10th International Conference, ITS 2010 …, 2010 - Springer
This paper explores automatically detecting student zoning out while performing a spoken
learning task. Standard supervised machine learning techniques were used to create …
learning task. Standard supervised machine learning techniques were used to create …
Gaze-based attention-aware cyberlearning technologies
SK D'Mello - Mind, Brain and Technology: Learning in the Age of …, 2019 - Springer
Over a century of cognitive psychology has taught us that attention plays a central role in
cognition, especially in learning. Accordingly, the central thesis of this chapter is that next …
cognition, especially in learning. Accordingly, the central thesis of this chapter is that next …
[PDF][PDF] An fMRI study of zoning out during strategic reading comprehension
Prior neuroimaging studies of discourse comprehension and strategic reading
comprehension have shown that there are at least two networks of brain regions that support …
comprehension have shown that there are at least two networks of brain regions that support …