EDGE - Eye gaze Data and Knowledge Gathering Engine

Citation Author(s):
Meenakshi
V
Department of Computer Science and Engineering, Indian Institute of Technology, Ropar, Punjab, India
Neeru
Dubey
Department of Computer Science and Engineering, Indian Institute of Technology, Ropar, Punjab, India
Zaifa
Khan
Ramaiah Institute of Technology, Bengaluru, Karnataka, India
Sudarshan
Iyengar
Department of Computer Science and Engineering, Indian Institute of Technology, Ropar, Punjab, India
Submitted by:
Meenakshi V
Last updated:
Tue, 09/12/2023 - 09:52
DOI:
10.21227/rpt7-pz45
Data Format:
*.csv
License:
Creative Commons Attribution
151 Views
Categories:
Sensors
Computational Intelligence
Keywords:
Eyegaze Tracking, domain knowledge, Expertise Prediction, Wikipedia, Ablation Study
0
0 ratings - Please login to submit your rating.
ACCESS DATASET CITE SHARE/EMBED

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.

Dataset Files

    Files have not been uploaded for this dataset

    QUESTIONS?