Mining Bodily Patterns of Affective Experience during Learning

@inproceedings{DMello2010MiningBP,
  title={Mining Bodily Patterns of Affective Experience during Learning},
  author={Sidney K. D'Mello and Arthur C. Graesser},
  booktitle={EDM},
  year={2010}
}
We investigated 28 learners’ postural patterns associated with naturally occurring episodes of boredom, flow/engagement, confusion, frustration, and delight during a tutoring session with AutoTutor, a dialoguebased intelligent tutoring system. Training and validation data were collected in a learning session with AutoTutor, after which the learners’ affective states (i.e., emotions) were rated by the learner, a peer, and two trained judges. An automated body pressure measurement system was used… CONTINUE READING