Can Affect Be Detected from Intelligent Tutoring System Interaction Data?–A Preliminary Study

• Main Authors: Anglo, Elizabeth A, Rodrigo, Ma. Mercedes T
• Format: text
• Published: Archīum Ateneo 2010
• Subjects: Aplusix; affect; interaction data; learner modeling; Computer Sciences
• Online Access: https://archium.ateneo.edu/discs-faculty-pubs/172; https://link.springer.com/chapter/10.1007/978-3-642-13437-1_38
• Institution: Ateneo De Manila University

This study attempted to determine if it is possible to create an automatic affect detector using a combination of semantic and keystroke data. While the resulting models attained detection accuracies comparable with other studies, their reliabilities were not ideal. One model however shows that inte...