[PDF][PDF] A Generic Model To Analysis And Predict The Students' Academic Performance

DSS Divya, DDD Suribabu - ijeiat.com
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 towards enabling such …

Feature extraction for next-term prediction of poor student performance

A Polyzou, G Karypis - IEEE Transactions on Learning …, 2019 - ieeexplore.ieee.org
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 …

Feature Extraction for Classifying Students Based on Their Academic Performance.

A Polyzou, G Karypis - International Educational Data Mining Society, 2018 - ERIC
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 towards enabling such …

Predicting Students' Performance Using Machine Learning Algorithms

C Dervenis, V Kyriatzis, S Stoufis, P Fitsilis - Proceedings of the 6th …, 2022 - dl.acm.org
Learning analytics (LA), defined as “the measurement, collection, analysis and reporting of
data about learners and their contexts for the purposes of understanding and optimizing …

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 …

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 …

A framework towards more accurate and explanatory student performance model

H Sahlaoui, EA ABDELLAOUI ALAOUI… - Proceedings of the 4th …, 2021 - dl.acm.org
The ability to predict students academic performance in a timely manner is very important in
learning institutions [18]. Student performance prediction is an important area as it can help …

Schools Students Performance with Artificial Intelligence Machine Learning: Features Taxonomy, Methods and Evaluation

A Hennebelle, L Ismail, T Linden - Machine Learning in Educational …, 2024 - Springer
Identifying students who might have difficulty in their course of studies ahead of time is
crucial. There can be many reasons for performance issues, such as personality, family …

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 …

Analysing and Predicting Student Performance

E Ahmed - Available at SSRN 4433087 - papers.ssrn.com
Predicting a student's performance could be helpful in a variety of contexts related to the
university-level learning process. Numerous papers have been produced that analyse …