Fig. 4From: Multimodal learning analytics of collaborative patterns during pair programming in higher educationThe epistemic network analysis of four collaborative clusters. The threshold of edge weight in the epistemic networks was set as 0.25 to show the representative connections and structural characteristics (i.e., connection value ≥ 0.25) among the verbal communication, operational behavior, and facial expression dimensionsBack to article page