Analytics

GM Dashboard

Analytics dashboard for monitoring Graspable Math collaborative mathematics learning data.

GM Dashboard

About This Product

Meet the detective tool for collaborative math learning. GM Dashboard transforms those mysterious 'what are my students actually doing?' moments into crystal-clear insights about mathematical thinking and teamwork.

Built in partnership with Worcester Polytechnic Institute and seamlessly integrated with Graspable Math's hands-on learning platform, this dashboard is like having a research assistant that never blinks. It watches every drag, drop, equation manipulation, and student interaction, then translates that activity into meaningful patterns about how students learn together.

Our new AI Beta feature takes analysis to the next level, offering evidence-based teaching recommendations that actually make sense. See Jack dominating the algebra while Tom handles organization? The AI suggests specific interventions to balance participation. Notice a student struggling with a concept? The predictive analytics flag it before it becomes a bigger problem. It's mathematics education intelligence that helps teachers teach smarter, not harder.

Research & Publications

Explore the academic research and publications that showcase the impact and effectiveness of GM Dashboard in educational settings.

Conference Paper
Acceptance Rate: <16%

So What? Unpacking the Complexities in Collaborative Problem Solving with AI-Augmented Sense-Making

Lee, S.*, Li, H.*, Zhang, S., Zhong, Z., Lee, J. E., & Botelho, A. F.*
26th International Conference on Artificial Intelligence in Education (AIED 2025)
2025JulyPalermo, Italy
Conference Presentation

So What Now? AI-Augmented Sense-Making in Action: An Interactive Dashboard for Collaborative Mathematics Learning

Lee, S.*, Li, H.*, Zhang, S., Zhong, Z., Lee, J. E., & Botelho, A. F.*
26th International Conference on Artificial Intelligence in Education (AIED 2025) Interactive Events Track
2025JulyPalermo, Italy
Conference Paper

Math in motion: Analyzing real-time student collaboration in computer-supported learning environments

Li, H.*, Zhang, S.*, Lee, S.*, Lee, J.E.*, Zhong, Z.*, Weitnauer, E.*, & Botelho, A. F.*
17th International Conference on Educational Data Mining (EDM 2024)
2024JulyAtlanta, GA, USA
Proceedings of the 17th International Conference on Educational Data Mining (EDM 2024), 533--541

Partnership & Collaboration

Worcester Polytechnic Institute

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Graspable Math

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