Cluster Analysis of Learners Based on Video Annotations

Abstract

The analysis of students' learning behaviors is important to realize adaptive and effective feedback to learners. To realize such feedback for learning job interview, in this paper, we propose to use cluster analysis of learners based on video annotations. The learners are clustered into 3 clusters, and the relationship between clusters and attributes of participants is discussed. The realization of feedback to learners is also discussed.