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Updated: Oct 3, 2025

Eye-tracking Technology and Data-mining Techniques used for a Behavioral Analysis of Adults engaged in Learning Processes
Published on: June 10, 2021
Humans represent the precision and utility of information acquired across fixations
Emma E M Stewart1, Casimir J H Ludwig2, Alexander C Schütz3,4
1Department of Experimental Psychology, Justus-Liebig University Giessen, Otto-Behaghel-Str. 10F, 35394, Giessen, Germany. Emma.Stewart@psychol.uni-giessen.de.
Abstract:
Our environment contains an abundance of objects which humans interact with daily, gathering visual information using sequences of eye-movements to choose which object is best-suited for a particular task. This process is not trivial, and requires a complex strategy where task affordance defines the search strategy, and the estimated precision of the visual information gathered from each object may be used to track perceptual confidence for object selection. This study addresses the fundamental problem of how such visual information is metacognitively represented and used for subsequent behaviour, and reveals a complex interplay between task affordance, visual information gathering, and metacogntive decision making. People fixate higher-utility objects, and most importantly retain metaknowledge about how much information they have gathered about these objects, which is used to guide perceptual report choices. These findings suggest that such metacognitive knowledge is important in situations where decisions are based on information acquired in a temporal sequence.
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