Clustering analysis for classifying student academic performance in higher education

AF Mohamed Nafuri, NS Sani, NFA Zainudin… - Applied Sciences, 2022 - mdpi.com
There are three income categories for Malaysians: the top 20%(T20), the middle 40%(M40),
and the bottom 40%(B40). The government has extended B40′ s access to higher …

[PDF][PDF] Building predictive model by using data mining and feature selection techniques on academic dataset

M Kumar, B Sharma, D Handa - International Journal of Modern …, 2022 - academia.edu
In the field of education, every institution stores a significant amount of data in digital form on
the academic performance of students. If this data is correctly analysed to discover any …

[PDF][PDF] A comprehensive study to investigate student performance in online education during covid-19

M Al Karim, MM Masnad, MY Ara, M Rasel… - International Journal of …, 2022 - academia.edu
During the recent Covid-19 pandemic, there has been a tremendous increase in online-
based learning (elearning) activities as nearly every educational institution has transferred …

Design of Health and Elderly Care Intelligent Monitoring System Based on IoT Wireless Sensing and Data Mining

X Piao - Mobile Networks and Applications, 2024 - Springer
With the intensification of the aging of the population, the traditional way of supporting the
elderly can no longer meet the increasing demand for health monitoring. The system uses a …

Cognitive web service-based learning analytics in education systems using big data analytics

L Bin - International Journal of e-Collaboration (IJeC), 2022 - igi-global.com
In the field of education, digital learning plays an important part. For each passing day,
digital learning is displacing the traditional method of education. An accurate analysis of a …

Examining the usability of mobile applications among undergraduate students using SUS and data mining techniques

M Afif - International Journal of Data and Network Science, 2024 - growingscience.com
Mobile Applications offer a new style to service sectors, for instance, in higher education,
mobile applications are utilized to provide access to academic resources and academic …

[PDF][PDF] Performance comparison of the optimized ensemble model with existing classifier models

M Kumar, A Quteishat, A Qtaishat - International Journal of Modern …, 2022 - academia.edu
The purpose of this study is to conduct an empirical investigation and comparison of the
effectiveness of various classifiers and ensembles of classifiers in predicting academic …

Exploring the quality of the higher educational institution website using data mining techniques

M Afif - Decision Science Letters, 2023 - m.growingscience.com
The website of higher educational institutes is considered a vital communication channel to
provide main resources to their stakeholders. It plays an important role in disseminating …

[PDF][PDF] Data Mining for Managing and Using Online Information on Facebook

N Al Said - Journal of Advances in Information Technology, 2023 - jait.us
The problem under the study of this work is investigating data mining algorithms for
intelligent analysis of data written in Arabic. The study comprised instead involves several …

Primary school teachers' attitude to the New Ukrainian School reform

I Khyzhniak, I Viktorenko - International Conference on …, 2021 - atlantis-press.com
The paper reveals the results of implementing the New Ukrainian School reform by
analysing teachers' attitude to transformation processes in the national education system, as …