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A-Study-on-Eye-Movement-Behaviors-While-Reading-Digital-Learning-Content

The project proposed three eye movement metrics and classification for digital learning slides, attempting to explain the correlation between eye movement bahaviors and degree of interest.

Analytic Metrics

  • FTP - fixation time percentage
  • MTTF - mean time to fixation
  • SDOF - spatial diversity of fixations

Project Structure

  • calculator - code and output pitures with fixation data
    • calculator.py - read every single file and output slide info
  • Pic - all slides pictures
  • data - all data here
    • pagecut - calcultaed page switching timing
    • Result
      • Slide table - slide info
      • Lecture table - lecture info
      • Class table - class info
      • Regression - regression analysis
    • ResultPages - calculated slide info
      • A - button mask
      • B - outlier removal
      • AandB - both filter
      • nofilter - original data
  • Outpic - all slides with fixation data mean fixation point
    • red - mean fixation point of original data
    • orange - duration weighted mean fixation point of original data

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