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Table 2 Datasets for learners’ engagement detection

From: Engagement detection in online learning: a review

Datasets

Videos

Number of subjects

Emotions

Modality

DAiSEE (Gupta et al. 2018)

9068

112 (80 male and 32 female)

engaged, frustration, boredom, confusion

facial expressions

HBCU (Whitehill et al. 2014)

120

34 (9 male and 25 female)

not engaged, nominally engaged, engaged, very engaged

facial expressions

in-the-wild (Kaur et al. 2018)

195

78 (25 female and 53 male)

disengaged, barely engaged, normally engaged, highly engaged

facial expressions

SDMATH (Sathayanarayana et al. 2014)

20

20 (10 male and 10 female)

deictic gestures

speech, gestures, eye gaze, facial expressions