Prediction of Student's performance by modelling small dataset size
A Zohair, L Mahmoud - International Journal of Educational Technology in …, 2019 - Springer
Prediction of student's performance became an urgent desire in most of educational entities
and institutes. That is essential in order to help at-risk students and assure their retention …
and institutes. That is essential in order to help at-risk students and assure their retention …
Student performance prediction model based on supervised machine learning algorithms
AS Hashim, WA Awadh… - IOP conference series …, 2020 - iopscience.iop.org
Higher education institutions aim to forecast student success which is an important research
subject. Forecasting student success can enable teachers to prevent students from dropping …
subject. Forecasting student success can enable teachers to prevent students from dropping …
A review on predictive modeling technique for student academic performance monitoring
M Asiah, KN Zulkarnaen, D Safaai… - MATEC Web of …, 2019 - matec-conferences.org
Despite of providing high quality of education, demand on predicting student academic
performance become more critical to improve the quality and assisting students to achieve a …
performance become more critical to improve the quality and assisting students to achieve a …
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] Using machine learning algorithms to predict students' performance and improve learning outcome: A literature based review
The application of machine learning techniques in predicting students' performance, based
on their background and their in-term performance has proved to be a helpful tool for …
on their background and their in-term performance has proved to be a helpful tool for …
Predictive modelling and analytics of students' grades using machine learning algorithms
YT Badal, RK Sungkur - Education and information technologies, 2023 - Springer
The outbreak of COVID-19 has caused significant disruption in all sectors and industries
around the world. To tackle the spread of the novel coronavirus, the learning process and …
around the world. To tackle the spread of the novel coronavirus, the learning process and …
Predicting academic performance using an efficient model based on fusion of classifiers
In the past few years, educational data mining (EDM) has attracted the attention of
researchers to enhance the quality of education. Predicting student academic performance …
researchers to enhance the quality of education. Predicting student academic performance …
[PDF][PDF] Literature survey on student's performance prediction in education using data mining techniques
One of the most challenging tasks in the education sector in India is to predict student's
academic performance due to a huge volume of student data. In the Indian context, we don't …
academic performance due to a huge volume of student data. In the Indian context, we don't …
Predicting student academic performance at higher education using data mining: A systematic review
Recently, educational institutions faced many challenges. One of these challenges is the
huge amount of educational data that can be used to discover new insights that have a …
huge amount of educational data that can be used to discover new insights that have a …
[PDF][PDF] Enhancing Student's Performance Classification Using Ensemble Modeling
A precise prediction of student performance is an important aspect within educational
institutions to improve results and provide personalized support of students. However, the …
institutions to improve results and provide personalized support of students. However, the …