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…

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Learning analytics methods and tutorials - A practical guide using R

Scripts for collecting and analyzing Reddit data

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

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

csv2xAPI Shiny App for the ISILA Project

My Learning Analytics (MyLA)

It will generate usage and performance data from user.

A comprehensive analysis of Anki SRS

📊 Android application which collects, provides and uploads learning event data

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 project was part of my Ph.D. research performed between 2016 and 2020, which we shed light on how to support instructors in analyzing student logs from Virtual Learning Environments. Our main goal in this project is enable Virtual Learning Environments to assist instructors in gaining insights about both students’ behavior and performance.

My Learning Analytics (MyLA)

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

A repository with Python code, in the form of understandable Jupyter Notebooks, to facilitate federated learning with the educational analytics datasets OULAD, EdNet, and KDD Cup 2015.

This introductory course is designed to prepare education researchers and practitioners to apply network analysis in order to better understand and improve student learning and the contexts in which learning occurs.

Slide deck for EME6356, Module 3: Learning Analytics (Summer 2023)

Moodle Learning Analytics

Open source application to sonify learning analytics data based on users preference. Designed to be used as a data exploration tool.