A systematic review of educational data mining

FY Xu, ZQ Li, JQ Yue, SJ Qu - … of the 2021 Computing Conference, Volume …, 2021 - Springer
As an important part of data mining, educational data mining (EDM) has played a significant
role in the field of education. This article reviews the development process of EDM …

Predicting students performance in final examination using linear regression and multilayer perceptron

F Widyahastuti, VU Tjhin - 2017 10th International Conference …, 2017 - ieeexplore.ieee.org
Currently, many educational institutions are highly oriented to improve the quality of
education and students? learning achievement-examination result. To fulfil such intention …

Measuring employees' psychological capital using data mining approach

UV Alola, DD Atsa'am - Journal of Public Affairs, 2020 - Wiley Online Library
In this research, the logistic regression model was employed to develop a classifier that
measures psychological capital of workers in organization. Psychological capital (PsyCap) …

An intelligent hybrid deep belief network model for predicting students employability

A Bai, S Hira - Soft Computing, 2021 - Springer
In recent times, the question of employability has become a critical concern not only for
degree holders but for educational organizations. Hence, employability prediction models …

Analysis of the performance of the main algorithms for educational data mining: a review

MA Jassim - IOP conference series: materials science and …, 2021 - iopscience.iop.org
Data mining is the process of extracting useful and valuable information from vast amounts
of data. Algorithms and various tools to use are some of the most popular data mining …

Clustering analysis for automatic certification of LMS strategies in a university virtual campus

LM Regueras, MJ Verdú, JP De Castro, E Verdu - IEEE Access, 2019 - ieeexplore.ieee.org
In recent years, the use of Learning Management Systems (LMS) has grown considerably.
This has had a strong effect on the learning process, particularly in higher education. Most …

Application of machine learning on student data for the appraisal of academic performance

M Alloghani, D Al-Jumeily, A Hussain… - … on developments in …, 2018 - ieeexplore.ieee.org
Education With the inclusion and integration of internet and digital learning Education 2. 0
brought tools in the different context of education. The use of social networking concepts …

Educational data mining for students' academic performance analysis in selected Ethiopian universities

AK Tegegne, TA Alemu - Information Impact: Journal of Information and …, 2018 - ajol.info
Universities are working in a very dynamic and powerfully viable environment today. Due to
the advent of information technology, they gather large volumes of data related to their …

Students performance prediction using data mining techniques

TR Kumar, T Vamsidhar, B Harika… - 2019 International …, 2019 - ieeexplore.ieee.org
Data Mining is a rising field utilized in educational purposes to enhance the insightful and
learning strategy for students. It centers around perceiving, extricating and calculating …

[PDF][PDF] Metadata based classification techniques for knowledge discovery from facebook multimedia database

P Bhat, P Malaganve - International Journal of Intelligent Systems …, 2021 - researchgate.net
Classification is a parlance of Data Mining to genre data of different kinds in particular
classes. As we observe, social media is an immense manifesto that allows billions of people …