COLET: A dataset for COgnitive workLoad estimation based on eye-tracking

Emmanouil Ktistakis,Vasileios Skaramagkas,Dimitris Manousos,Nikolaos S Tachos,Evanthia Tripoliti,Dimitrios I Fotiadis,Manolis Tsiknakis

Computer Methods and Programs in Biomedicine（2022）

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摘要

•The dataset combines both objective and subjective performance evaluation.•Wide variety of eye tracking data, high number of participants.•Statistically significant correlations of eye features with cognitive workload tasks.•Encouraging results regarding cognitive workload level classification based on eye tracking data collected.•Publicly available to the academic community.

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关键词

Cognitive workload,Workload classification,Eye movements,Machine learning,Eye-tracking,Affective computing

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