Re: How to extract the "engagement" from raw data ?
Posted: Fri Oct 10, 2014 12:40 pm
Dear Patrick,
I have never experimented myself with estimating engagement in EEG signals, but you could probably look at the following paper to try to reproduce what they did for instance:
Berka, C., Levendowski, D. J., Lumicao, M. N., Yau, A., Davis, G., Zivkovic, V. T., ... & Craven, P. L. (2007).
EEG correlates of task engagement and mental workload in vigilance, learning, and memory tasks.
Aviation, space, and environmental medicine, 78(Supplement 1), B231-B244.
pdf: http://www.cs.tufts.edu/~jacob/250pbi/eegcorrelates.pdf
I think you could probably do that with the boxes already available in openvibe, and indeed use the openvibe classifiers to try to estimate engagement. I hope this helps.
Best regards,
Fabien
I have never experimented myself with estimating engagement in EEG signals, but you could probably look at the following paper to try to reproduce what they did for instance:
Berka, C., Levendowski, D. J., Lumicao, M. N., Yau, A., Davis, G., Zivkovic, V. T., ... & Craven, P. L. (2007).
EEG correlates of task engagement and mental workload in vigilance, learning, and memory tasks.
Aviation, space, and environmental medicine, 78(Supplement 1), B231-B244.
pdf: http://www.cs.tufts.edu/~jacob/250pbi/eegcorrelates.pdf
I think you could probably do that with the boxes already available in openvibe, and indeed use the openvibe classifiers to try to estimate engagement. I hope this helps.
Best regards,
Fabien