YoVDO

Your Eyes Tell - Leveraging Smooth Pursuit for Assessing Cognitive Workload

Offered By: Association for Computing Machinery (ACM) via YouTube

Tags

ACM SIGCHI Courses

Course Description

Overview

Explore a groundbreaking conference talk that delves into leveraging smooth pursuit eye movements for assessing cognitive workload. Discover how researchers compared three trajectories and two speeds under varying levels of cognitive workload in a user study. Learn about the findings that reveal higher deviations of gaze points during smooth pursuit eye movements for specific trajectory types at increased cognitive workload levels. Understand the development of an SVM classifier that predicts cognitive workload through smooth pursuit with remarkable accuracy. Gain insights into the implications and potential applications of this research for creating cognition-aware systems that can infer cognitive workload in real-time. Recorded at the ACM CHI Conference on Human Factors in Computing Systems in Montréal, Canada, this 24-minute presentation offers valuable knowledge for researchers and practitioners in the field of human-computer interaction and cognitive computing.

Syllabus

Your Eyes Tell: Leveraging Smooth Pursuit for Assessing Cognitive Workload


Taught by

ACM SIGCHI

Related Courses

Provably Beneficial Artificial Intelligence
Association for Computing Machinery (ACM) via YouTube
Building Dusty Robotics
Association for Computing Machinery (ACM) via YouTube
More Human HCI
Association for Computing Machinery (ACM) via YouTube
Ultrasound-Driven Curveball in Table Tennis - Human Activity Support via Noncontact Remote Object Manipulation
Association for Computing Machinery (ACM) via YouTube
Human-Centered AI for Sustainability - Case Social Robots
Association for Computing Machinery (ACM) via YouTube