Research Article

[Retracted] Employing Multimodal Machine Learning for Stress Detection

Table 1

Sample data details.

TypeAvailable raw and preprocessed dataAvailable features

Computer interactionsuLog output and parsed selection of dataMouse (3), keyboard (7), applications (2)
Facial expressionsFaceReader output and parsed dataHead orientation (3), facial movements (10), action units (19), emotion (8)
Body posturesJoint coordinates extracted with Kinect SDK and angles of the upper bodyDistance (1), joint angles (10), bone orientations (3 × 11) (as well as the study of the above for the amount of movement (44))
PhysiologyData from MobiHeart rate (variability) (2), skin conductance (1)