Modeling of Non-verbal Behaviors of Students in Cooperative Learning by Using OpenPose

摘要

In this paper, we discuss the modeling for the interactions between non-verbal behaviors of 'teaching/learning' students in the cooperative learning. First, we adopt the positions eyes, face and hands detected by OpenPose [7] as a skeleton detection algorithm by a single camera. Next, we propose a modeling method for non-verbal behaviors based on neural networks. Furthermore, we discuss the modeling results for the interactions between non-verbal behaviors of students based on the internal presentations in the above models.