EdLight Research Portal: An Expert-Annotated Repository of Handwritten Math Student Work

View at publisher
Authors: Michel Meneses, Selena Castro
Cited by: 0

Abstract

This paper introduces the EdLight Research Portal (ERP), a publicly available repository of expert annotated handwritten math student work. ERP addresses the gap between formative assessment practices in real mathematics classrooms and the digital datasets commonly used in AI-powered education research. The dataset captures authentic paper-based reasoning from 5th to 9th grade students and includes standardized rubric scores, misconception tags, and contextual metadata generated by trained math educators. ERP enables researchers to study student thinking at scale, examine patterns in mathematical misconceptions, and benchmark machine learning models on tasks that reflect real classroom data. The portal provides a foundation for advancing transparent, pedagogically grounded research in AI applications for mathematics education.

Fields of Study & Subjects

Intelligent Tutoring Systems and Adaptive Learning Online Learning and Analytics Artificial Intelligence in Education

Publication details

Publication date
1 January 2026
Language
EN
Document type
Book chapter