Dynamics of Affective States During MOOC Learning

@inproceedings{Xiao2017DynamicsOA,
  title={Dynamics of Affective States During MOOC Learning},
  author={Xiang Xiao and Phuong Pham and Jingtao Wang},
  booktitle={AIED},
  year={2017}
}
We investigate the temporal dynamics of learners’ affective states (e.g., engagement, boredom, confusion, frustration, etc.) during video-based learning sessions in Massive Open Online Courses (MOOCs) in a 22-participant user study. We also show the feasibility of predicting learners’ moment-tomoment affective states via implicit photoplethysmography (PPG) sensing on unmodified smartphones. 
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