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

Authors

Elizabeth A. Anglo
Ma. Mercedes T. Rodrigo, Ateneo de Manila UniversityFollow

Document Type

Conference Proceeding

Publication Date

2010

Abstract

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 interaction logs may have a potential as a detector for confusion.

Recommended Citation

Anglo E.A., Rodrigo M.M.T. (2010) Can Affect Be Detected from Intelligent Tutoring System Interaction Data? – A Preliminary Study. In: Aleven V., Kay J., Mostow J. (eds) Intelligent Tutoring Systems. ITS 2010. Lecture Notes in Computer Science, vol 6095. Springer, Berlin, Heidelberg