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AttentiveLearner: Improving Mobile MOOC Learning via Implicit Heart Rate Tracking
[chapter]
2015
Lecture Notes in Computer Science
We present AttentiveLearner, an intelligent mobile learning system optimized for consuming lecture videos in both Massive Open Online Courses (MOOCs) and flipped classrooms. AttentiveLearner uses on-lens finger gestures as an intuitive control channel for video playback. More importantly, At-tentiveLearner implicitly extracts learners' heart rates and infers their attention by analyzing learners' fingertip transparency changes during learning on today's unmodified smart phones. In a
doi:10.1007/978-3-319-19773-9_37
fatcat:mupir2xqhvdtxc3fgyucl4qnke