Beyond the Clique: Comparing Clique and Dowker Complexes for Co-occurrence Data in Learning Analytics

Koichi Yasutake, Wakana Tsuji, Hitoshi Inoue

Learning analytics increasingly represents the relations in co-occurrence data (codes in a window of discourse, participants in a thread, tags on a post) as simplicial complexes an…