... Convolutional neural networks Transfer learning Digital game-based learning ANN = Artificial Neural Networks; AU = Action Unit; CK+ = Extended Cohn-Kanade; CKP = Extended Cohn-Kanade Plus; CNN = Convolutional Neural Network; DFF = Durations of First Fixation...

...Hanane Sebbaq; Nour-eddine El Faddouli Purpose The purpose of this study is, First, to leverage the limitation of annotated data and to identify the cognitive level of learning objectives efficiently, this study adopts transfer learning by using word2vec and a bidirectional gated recurrent units...