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August 11, 2025Applied SciencesOpen Access

From Viewing to Structure: A Computational Framework for Modeling and Visualizing Visual Exploration

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Authors

KCKuan-Chen ChenCLChang‐Franw LeeTCTeng-Wen Chang

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Overview

Computational framework reveals cognitive structure in visual exploration, suggesting structural tendencies in viewing behavior.

Key Points

  • The framework reveals consistent cognitive structures in visual exploration across different observers, showing new patterns in viewing behavior.
  • Participants displayed unique visual strategies while exploring a painting, leading to variable fixation patterns that highlight individual differences.
  • Analysis employs eye-tracking methods, focusing on cognitive networks and utilizing K-means clustering for data interpretation.
  • Findings suggest designers' gaze patterns are more organized than novices, indicating a significant difference in cognitive structures during visual exploration.

Cite This Study

Chen et al. (2025) studied this question.

synapsesocial.com/papers/68a360d60a429f7973328d74https://doi.org/10.3390/app15147900
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