Data Mining for Education Decision Support: A Review

Management of higher education must continue to evaluate on an ongoing basis in order to improve the quality of institutions. This will be able to do the necessary evaluation of various data, information, and knowledge of both internal and external institutions. They plan to use more efficiently the...

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Main Authors:	Suhirman, Suhirman, Herawan, Tutut, Chiroma, Haruna, Jasni, Mohamad Zain
Format:	Article
Published:	IJET 2014
Subjects:	QA76 Computer software
Online Access:	http://umpir.ump.edu.my/id/eprint/9201/ http://umpir.ump.edu.my/id/eprint/9201/

id	ump-9201
recordtype	eprints
spelling	ump-92012018-05-22T02:10:04Z http://umpir.ump.edu.my/id/eprint/9201/ Data Mining for Education Decision Support: A Review Suhirman, Suhirman Herawan, Tutut Chiroma, Haruna Jasni, Mohamad Zain QA76 Computer software Management of higher education must continue to evaluate on an ongoing basis in order to improve the quality of institutions. This will be able to do the necessary evaluation of various data, information, and knowledge of both internal and external institutions. They plan to use more efficiently the collected data, develop tools so that to collect and direct management information, in order to support managerial decision making. The collected data could be utilized to evaluate quality, perform analyses and diagnoses, evaluate dependability to the standards and practices of curricula and syllabi, and suggest alternatives in decision processes. Data minings to support decision making are well suited methods to provide decision support in the education environments, by generating and presenting relevant information and knowledge towards quality improvement of education processes. In educational domain, this information is very useful since it can be used as a base for investigating and enhancing the current educational standards and managements. In this paper, a review on data mining for academic decision support in education field is presented. The details of this paper will review on recent data mining in educational field and outlines future researches in educational data mining. IJET 2014 Article PeerReviewed Suhirman, Suhirman and Herawan, Tutut and Chiroma, Haruna and Jasni, Mohamad Zain (2014) Data Mining for Education Decision Support: A Review. International Journal of Emerging Technologies in Learning, 9 (6). pp. 4-19. ISSN 1863-0383 http://www.online-journals.org/index.php/i-jet/article/view/3950
repository_type	Digital Repository
institution_category	Local University
institution	Universiti Malaysia Pahang
building	UMP Institutional Repository
collection	Online Access
topic	QA76 Computer software
spellingShingle	QA76 Computer software Suhirman, Suhirman Herawan, Tutut Chiroma, Haruna Jasni, Mohamad Zain Data Mining for Education Decision Support: A Review
description	Management of higher education must continue to evaluate on an ongoing basis in order to improve the quality of institutions. This will be able to do the necessary evaluation of various data, information, and knowledge of both internal and external institutions. They plan to use more efficiently the collected data, develop tools so that to collect and direct management information, in order to support managerial decision making. The collected data could be utilized to evaluate quality, perform analyses and diagnoses, evaluate dependability to the standards and practices of curricula and syllabi, and suggest alternatives in decision processes. Data minings to support decision making are well suited methods to provide decision support in the education environments, by generating and presenting relevant information and knowledge towards quality improvement of education processes. In educational domain, this information is very useful since it can be used as a base for investigating and enhancing the current educational standards and managements. In this paper, a review on data mining for academic decision support in education field is presented. The details of this paper will review on recent data mining in educational field and outlines future researches in educational data mining.
format	Article
author	Suhirman, Suhirman Herawan, Tutut Chiroma, Haruna Jasni, Mohamad Zain
author_facet	Suhirman, Suhirman Herawan, Tutut Chiroma, Haruna Jasni, Mohamad Zain
author_sort	Suhirman, Suhirman
title	Data Mining for Education Decision Support: A Review
title_short	Data Mining for Education Decision Support: A Review
title_full	Data Mining for Education Decision Support: A Review
title_fullStr	Data Mining for Education Decision Support: A Review
title_full_unstemmed	Data Mining for Education Decision Support: A Review
title_sort	data mining for education decision support: a review
publisher	IJET
publishDate	2014
url	http://umpir.ump.edu.my/id/eprint/9201/ http://umpir.ump.edu.my/id/eprint/9201/
first_indexed	2023-09-18T22:07:31Z
last_indexed	2023-09-18T22:07:31Z
_version_	1777414807998169088

Data Mining for Education Decision Support: A Review

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