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EDGE - Eye gaze Data and Knowledge Gathering Engine
- Citation Author(s):
- Submitted by:
- Meenakshi V
- Last updated:
- Tue, 09/12/2023 - 09:52
- DOI:
- 10.21227/rpt7-pz45
- Data Format:
- License:
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Abstract
EDGE, Eye Gaze Data and Knowledge Gathering Engine is a website that is developed to collect eye movement behavior of Wikipedia readers. The readers choose their article and their level of expertise in the domain of the chosen article for reading using a pervasive web camera. Although a web camera is used, neither video nor facial image of the reader is captured. Each instance of the dataset corresponds to a screen image and its corresponding gaze points. This gaze data can be processed to compute gaze tracking features, followed by feature engineering and training a model to predict the expertise level of a reader using supervised machine learning techniques.