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Inferring Task Based On Eye Movements: The Living Classifier, Jordan E. Marshall, Mallory Richert, Mark Mills, Michael D. Dodd
Inferring Task Based On Eye Movements: The Living Classifier, Jordan E. Marshall, Mallory Richert, Mark Mills, Michael D. Dodd
UCARE Research Products
Several studies, including Yarbus (1967), have found that various task instructions for viewing images influence visual behavior. This holds true for both experimenter driven and participant driven tasks. Research has also shown that classifier technology is capable of determining the task that was being performed based on the individual’s eye movements. Typically classifier technology is designed to perform tasks humans are known to be cable of performing. However, little research has been done on the human ability, or lack thereof, to determine task based on eye movements.
Purpose: To determine to what extent humans are able to classify task performed …