Abstract: This paper proposes a method for analyzing and optimizing group interaction behavior based on Graph Neural Networks (GNN), aimed at improving group learning outcomes in vocal education.

Abstract: We introduce time curves as a general approach for visualizing patterns of evolution in temporal data. Examples of such patterns include slow and regular progressions, large sudden changes, ...