Predicting academic emotion based on brainwaves signals and mouse click behavior

• Main Authors: Azcarraga, Judith, Ibañez, John Francis I., Jr., Lim, Ianne Robert, Lumanas, Nestor, Trogo-Oblena, Rhia S., Suarez, Merlin Teodosia C.
• Format: text
• Published: Animo Repository 2011
• Subjects: Electroencephalography; Emotion recognition; Intelligent tutoring systems; Computer Sciences
• Online Access: https://animorepository.dlsu.edu.ph/faculty_research/1454
• Institution: De La Salle University

Academic emotions such as confidence, excitement, frustration and interest may be predicted based on brainwaves signals. It is shown that the prediction rate can be improved further when the data from brainwaves signals are complemented by data based on mouse click behavior. Twenty-five (25) undergr...