Graph-based Knowledge Tracing: Modeling Student Proficiency Using Graph Neural Network

"Enhancing Knowledge Tracing via Adversarial Training", ACM MM 2021 (Oral).

たまに追加される論文メモ

Unsupervised Deep Autoencoders for Feature Extraction with Educational Data

Monitorización de alumnos en la plataforma Moodle

Source code and data for the EDM 2022 paper

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

This repository contains all my work for my Machine Learning Project

Python Data Mining Tool that analyzes grading patterns.

It is a machine learning model combines two computational intelligence approaches: Genetic Algorithm and Decision Tree. The nome of model (EvolveDTree) represents a acronymous to "Evolved Decision Tree".

Accessible Learning Analytic

A recommender system based on data provided by MHRD on colleges and universities in India. Website-

FATED: Fairness, Accountability, and Transparency in Educational Data

Code of "Educational Data Mining Discovering Principal Factors for Better Academic Performance", the paper was published on the 3rd International Conference on Big Data Engineering and Technology (BDET 2021)

Exploratory Data Analysis Course

Learning analytics methods and tutorials - A practical guide using R

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

Regression Machine Learning Pipelines for predicting student performance

Python Data Mining Tool that analyzes Grading Patterns.

Psychometrics and Data Science with R and Python