Gesture-based affect modeling for intelligent tutoring systems

• Main Authors: Bustos, Dana May, Chua, Geoffrey Loren, Cruz, Richard Thomas, Santos, Jose Miguel, Suarez, Merlin Teodosia
• 格式: text
• 出版: Animo Repository 2011
• 主題: Affect (Psychology); Gesture; Pattern recognition systems; Intelligent tutoring systems; Computer Sciences
• 在線閱讀: https://animorepository.dlsu.edu.ph/faculty_research/1450; https://animorepository.dlsu.edu.ph/context/faculty_research/article/2449/type/native/viewcontent
• 機構: De La Salle University

This paper investigates the feasibility of using gestures and posture for building affect models for an ITS. Recordings of students studying with a computer were taken and an HMM was built to recognize gestures and posture. Results indicate distinctions can be achieved with an accuracy of 43.10% usi...