たまに追加される論文メモ

Learning analytics methods and tutorials - A practical guide using R

Implementation of step generation algorithm for learning curve analysis on code-writing data from our EDM 2024 paper.

Monitorización de alumnos en la plataforma Moodle

Psychometrics and Data Science with R and Python

Python Data Mining Tool that analyzes grading patterns.

Data scraping tool of Russian govt HE data

Data Science Portfolio for Andrew DeCotiis-Mauro. Covers topics such as CEO compensation, congressional partisanship, web scraping, grade analysis and education.

Python Data Mining Tool that analyzes Grading Patterns.

Regression Machine Learning Pipelines for predicting student performance

Early Prediction of Students' Performance in High-Stakes Examinations Using Machine Learning Approaches

Personalized AI Lab

A high-level R 📦 for clean, filter, and combine 🎓 Moodle Quiz Report

Web-based Clustering Application Using a Shiny Framework for Determining Student Engagement Levels in Virtual Learning Environments

Our full length research is finally acknowledged through double-blind review procedure.

Source code and data for the EDM 2022 paper

Accessible Learning Analytic

Exploratory Data Analysis Course

A Curated List of Learning Materials on Machine Learning

R (RStudio) | ggplot2 | k-means clustering | Analyzed the 2015-16 and 2016-17 academic result datasets of all my batchmates using cluster analysis to segment them into groups, detect outliers in their academic performance and analyze it for better refinement of habits to help improve their future academic results.