Standards-based learning record warehouse built for a scalable learning analytics environment.

⚙️ Ralph, the ultimate Learning Record Store (and more!) for your learning analytics

My Learning Analytics (MyLA)

たまに追加される論文メモ

EdOptimize is an open-source learning analytics platform for K-12 digital learning systems.

This workshop introduces participants to the Learning Analytics (LA), and provides a brief overview of LA methodologies, literature, applications, and ethical issues as they relate to STEM education.

Scikit-learn style implementation of Deep Knowledge Tracing models based on pytorch.

Terracotta (a portmanteau of Tool for Education Research with RAndomized COnTrolled TriAls) is a plug-in to the learning management system that allows the contents of online assignments to be differentiated for experimental treatment variations, and to be assigned randomly to different groups of students. Terracotta also enables privacy protecti…

The collection of related papers and resources for the paper Time Series Analysis for Education: Methods, Applications, and Future Directions.

An annotated corpus of discussion forum threads from Massive Open Online Courses.

HUDK 4051: Course syllabus

Text Mining in Education Learning Labs demonstrate how text mining can be applied in STEM education research and provide LASER Institute scholars hands-on experience with popular techniques for collecting, processing, and analyzing text-based data.

This is a work-in-progress repository for a deep learning based moderator agent for critical discourse in discussion forums.

RISE Analysis in R

Aggregation of GitHub activities and transformation in Pandas Dataframes

Module Progress is a Python script and Tableau workbook for visualizing students progress in a Canvas course.

Personalized Learning System

Research implementation on students' success with Data Analytics

A Moodle report plugin for displaying information about the users interactions with the labs in EJSApp activities

Helper functions to analyze Moodle data