helpResearch questionEye Gaze Tracking Sensing
How can self-supervised learning model generalization be optimized across cross-device eye tracking and electrooculography data?UbiComp '21Self-supervised Learning for Reading Activity Classification
Direction: Sensing, Recognition, and Security
Eye Gaze Tracking Sensing
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60
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15
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2025
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60 items
lightbulbPractical problemEye Gaze Tracking Sensing
Reading behavior classification requires large labeled datasets that are difficult to obtain in practice.UbiComp '21Self-supervised Learning for Reading Activity Classification
helpResearch questionEye Gaze Tracking Sensing
How can deep multimodal learning achieve cross-task and cross-individual cognitive load classification?UbiComp '21Objective Measurement of Cognitive Load Using Deep Multimodal Learning: A Case Study in Aviation
helpResearch questionEye Gaze Tracking Sensing
Can models trained on simulated data be validated for generalization and precision in real flight tasks?UbiComp '21Objective Measurement of Cognitive Load Using Deep Multimodal Learning: A Case Study in Aviation
helpResearch questionEye Gaze Tracking Sensing
How can multimodal data (e.g., physiological signals and eye tracking) enhance cognitive load classification accuracy?UbiComp '21Objective Measurement of Cognitive Load Using Deep Multimodal Learning: A Case Study in Aviation
lightbulbPractical problemEye Gaze Tracking Sensing
In aviation training, it is difficult to objectively assess pilots' cognitive load.UbiComp '21Objective Measurement of Cognitive Load Using Deep Multimodal Learning: A Case Study in Aviation
helpResearch questionEye Gaze Tracking Sensing
Can gaze-tracking-based attention detection effectively reduce mind-wandering in real classrooms?helpResearch questionEye Gaze Tracking Sensing
Which intervention strategies (e.g., content repetition, question-based intervention) best improve student focus?helpResearch questionEye Gaze Tracking Sensing
How do low-cost commercial eye-tracking devices perform in actual teaching, and can they ensure high availability?lightbulbPractical problemEye Gaze Tracking Sensing
Students easily become distracted in class, affecting learning outcomes.Related papers
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Effects of a Gaze-Based 2D Platform Game on User Enjoyment, Perceived Competence, and Digital Eye Strain
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Uncovering and Addressing Blink-Related Challenges in Using Eye Tracking for Interactive Systems
Jesse W Grootjen, Henrike Weingärtner, Sven Mayer
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SUPREYES: SUPer Resolutin for EYES Using Implicit Neural Representation Learning
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Dynamics of eye-hand coordination are flexibly preserved in eye-cursor coordination during an online, digital, object interaction task
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Breaking out of the Lab: Mitigating Mind Wandering with Gaze-Based Attention-Aware Technology in Classrooms
Stephen Hutt, Kristina Krasich, James R. Brockmole
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