Analysis of Machine Learning Models for Academic Performance Prediction
AB Amaya, HC Barrera, R Manrique - International Conference on …, 2024 - Springer
The prevalent issue of increased student dropouts, shared by universities worldwide, often
culminates in decreased academic performance and prolonged completion times for degree …
culminates in decreased academic performance and prolonged completion times for degree …
Academic Performance Prediction with Machine Learning Techniques
Z Ren - 2019 - search.proquest.com
Nationally, the six year graduation rate for four year degree programs at universities and
colleges in the United States has remained approximately 60% over the past decade. One of …
colleges in the United States has remained approximately 60% over the past decade. One of …
Feature extraction for next-term prediction of poor student performance
Developing tools to support students and learning in a traditional or online setting is a
significant task in today's educational environment. The initial steps toward enabling such …
significant task in today's educational environment. The initial steps toward enabling such …
A Survey of Machine Learning for Assessing and Estimating Student Performance
A Kaur, M Bhatia - Proceedings of International Conference on Recent …, 2023 - Springer
Educational data mining (EDM) contributes cutting-edge methodologies, strategies, and
applications to the advancement of the education system, hence playing a crucial part in its …
applications to the advancement of the education system, hence playing a crucial part in its …
Student performance prediction—a data science approach
Y Sri Lalitha, Y Gayathri, MV Aditya Nag… - Modern Approaches in …, 2021 - Springer
Education is necessary to improve an individuals' life with quality and brilliance. The
education system has changed from conventional Teaching/Learning to activity based …
education system has changed from conventional Teaching/Learning to activity based …
Systematic literature review on machine learning and student performance prediction: Critical gaps and possible remedies
Improving the quality, developing and implementing systems that can provide advantages to
students, and predicting students' success during the term, at the end of the term, or in the …
students, and predicting students' success during the term, at the end of the term, or in the …
Student Performance Prediction in Learning Management System Using Small Dataset
ZS Hafdi, S El Kafhali - … Conference on Artificial Intelligence and Computer …, 2023 - Springer
Predicting students' performance has become a major need in most educational institutions.
This is necessary to support at-risk students, ensure their retention, provide top-notch …
This is necessary to support at-risk students, ensure their retention, provide top-notch …
Contributions of machine learning models towards student academic performance prediction: a systematic review
Machine learning is emerging nowadays as an important tool for decision support in many
areas of research. In the field of education, both educational organizations and students are …
areas of research. In the field of education, both educational organizations and students are …
[PDF][PDF] Investigating the efficacy of algorithmic student modelling in predicting students at risk of failing in tertiary education
The increasing numbers enrolling for college courses, and increased diversity in the
classroom, poses a challenge for colleges in enabling all students achieve their potential …
classroom, poses a challenge for colleges in enabling all students achieve their potential …
Student performance prediction using AI and ML: state of the art
The digitalization of educational processes has enabled the generation of large datasets
that can be used to improve processes in academic environments. One particular problem is …
that can be used to improve processes in academic environments. One particular problem is …