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Uncovering and Addressing Blink-Related Challenges in Using Eye Tracking for Interactive Systems
May 2024 • Jesse W. Grootjen, Henrike Weingärtner, Sven Mayer
Currently, interactive systems use physiological sensing to enable advanced functionalities. While eye tracking is a promising means to understand the user, eye tracking data inherently suffers from missing data due to blinks, which may result in reduced system performance. We conducted a literature review to understand how researchers deal with this issue. We uncovered that researchers often implemented their use-case-specific pipeline to overcome the issue, ranging from ignoring missing data to artificial interp…
Computer Science
Process (Computing)
Eye Tracking
Data Science
Machine Learning
Artificial Intelligence
Data Mining
Performance Indicator
Operations Management
Motion
Programming Language
Pedagogy
Economics