Education is An Overview of Data Mining and The Ability to Predict the Performance of Students

Author:

Saleh Mahjouba Ali,Palaniappan Sellappan,Abdalla Nasaraldeen Ali Alghazali

Abstract

This research provides a review of the state of the art with respect to EDM and discusses the most relevant work in this area to date. Each study has been discussed considering type of data and data mining techniques used, and the kind of the educational task that they resolve. EDM is upcoming research area related to well-established areas of research such as e- learning, tutoring systems, web mining, data mining. Current literature show how fast educational data analysis area is growing and there is an increasing number of contributions that publish in International Journals and Conferences every year. However, educational data mining is still not a mature area. Some interesting future suggestion to develop this area has been presented. This research is a presentation of current and ancient literature of Predicting Student Performance using Data Mining.

Publisher

Universitas Negeri Semarang

Cited by 3 articles. 订阅此论文施引文献 订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献

1. Web Data Mining Technology in Online Education System;2024 International Conference on Integrated Circuits and Communication Systems (ICICACS);2024-02-23

2. A systematic review of the literature on machine learning application of determining the attributes influencing academic performance;Decision Analytics Journal;2023-06

3. Novel Taxonomy for E-learning Recommender System Using Opinion Mining;Communications in Computer and Information Science;2023

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