Modeling Negative Affect Detector of Novice Programming Students Using Keyboard Dynamics and Mouse Behavior

• Main Authors: Vea, Larry, Rodrigo, Ma. Mercedes T
• Format: text
• Published: Archīum Ateneo 2017
• Subjects: Affect; Model; Novice programmer; Keyboard dynamics; Mouse behavior; Computer Sciences
• Online Access: https://archium.ateneo.edu/discs-faculty-pubs/66; https://link.springer.com/chapter/10.1007/978-3-319-60675-0_11
• Institution: Ateneo De Manila University

We developed affective models for detecting negative affective states, particularly boredom, confusion, and frustration, among novice programming students learning C++, using keyboard dynamics and/or mouse behavior. The keystroke dynamics are already sufficient to model negative affect detector. How...