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

たまに追加される論文メモ

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

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

Transition Network Analysis R package

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".

Python Data Mining Tool that analyzes grading patterns.

Accessible Learning Analytic

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

A library of algorithms for reproducing knowledge tracing, cognitive diagnosis, and exercise recommendation models.

FATED: Fairness, Accountability, and Transparency in Educational Data

Learning analytics methods and tutorials - A practical guide using R

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

Psychometrics and Data Science with R and Python

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