Demo

Research cases

Built for educational research, discourse analysis, teacher collaboration, and knowledge-building studies.

MOOC collaborative learning

Analyze large-scale forum interaction as linked social and epistemic patterns.

Social tiesDiscourse topicsCommunitiesCentralityPerformance prediction

Interdisciplinary lesson study

Trace how teachers and faculty negotiate roles, problems of practice, and solution generation.

Teacher collaborationAI-integrated science courseStudyingPlanningTeachingReflecting

Knowledge building and teacher scaffolding

Compare how scaffolding configurations shape interaction, discourse, and group artifacts.

Reflective assessmentKBDeXTeacher + technology scaffoldingSocial-epistemic engagement

Deep learning representation

Represent deep learning as connected cognitive, social, and self-regulatory processes.

CognitiveInterpersonalIntrapersonal / selfDynamic evidenceDiscourse traces