Automated Data Integration, Cleaning and Analysis for Technical Schools Data Management in Malaysia

Students' performance plays major role in determining the quality of our education system. Sijil Pelajaran Malaysia (SPM) is a public examination compulsory to be taken by Form 5 students in Malaysia. The performance gap is not only a school and classroom issue but also a national issue that mu...

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Bibliographic Details
Main Author:	Tajul Rosli, Razak
Format:	Thesis
Language:	eng
Published:	2010
Subjects:	QA71-90 Instruments and machines
Online Access:	https://etd.uum.edu.my/2177/1/Tajul_Rosli_Razak.pdf
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id	my-uum-etd.2177
record_format	uketd_dc
spelling	my-uum-etd.21772013-07-24T12:14:46Z Automated Data Integration, Cleaning and Analysis for Technical Schools Data Management in Malaysia 2010 Tajul Rosli, Razak Siraj, Fadzilah College of Arts and Sciences (CAS) College of Arts and Sciences QA71-90 Instruments and machines Students' performance plays major role in determining the quality of our education system. Sijil Pelajaran Malaysia (SPM) is a public examination compulsory to be taken by Form 5 students in Malaysia. The performance gap is not only a school and classroom issue but also a national issue that must be addressed properly. This study aims to integrate, clean and analysis through automated data mining techniques. Using data mining techniques is one of the processes of transferring raw data from current educational system to meaningful information that can be used to help the school community to make a right decision to achieve much better results. This proved DM provides means to assist both educators and students, and improve the quality of education. The result and findings in the study show that automated system will give the same result compare with manual system of integration and analysis and also could be used by the management to make faster and more efficient decision in order to map or plan efficient teaching approach for students in the future. 2010 Thesis https://etd.uum.edu.my/2177/ https://etd.uum.edu.my/2177/1/Tajul_Rosli_Razak.pdf application/pdf eng validuser http://lintas.uum.edu.my:8080/elmu/index.jsp?module=webopac-l&action=fullDisplayRetriever.jsp&szMaterialNo=0000757916 masters masters Universiti Utara Malaysia
institution	Universiti Utara Malaysia
collection	UUM ETD
language	eng
advisor	Siraj, Fadzilah
topic	QA71-90 Instruments and machines
spellingShingle	QA71-90 Instruments and machines Tajul Rosli, Razak Automated Data Integration, Cleaning and Analysis for Technical Schools Data Management in Malaysia
description	Students' performance plays major role in determining the quality of our education system. Sijil Pelajaran Malaysia (SPM) is a public examination compulsory to be taken by Form 5 students in Malaysia. The performance gap is not only a school and classroom issue but also a national issue that must be addressed properly. This study aims to integrate, clean and analysis through automated data mining techniques. Using data mining techniques is one of the processes of transferring raw data from current educational system to meaningful information that can be used to help the school community to make a right decision to achieve much better results. This proved DM provides means to assist both educators and students, and improve the quality of education. The result and findings in the study show that automated system will give the same result compare with manual system of integration and analysis and also could be used by the management to make faster and more efficient decision in order to map or plan efficient teaching approach for students in the future.
format	Thesis
qualification_name	masters
qualification_level	Master's degree
author	Tajul Rosli, Razak
author_facet	Tajul Rosli, Razak
author_sort	Tajul Rosli, Razak
title	Automated Data Integration, Cleaning and Analysis for Technical Schools Data Management in Malaysia
title_short	Automated Data Integration, Cleaning and Analysis for Technical Schools Data Management in Malaysia
title_full	Automated Data Integration, Cleaning and Analysis for Technical Schools Data Management in Malaysia
title_fullStr	Automated Data Integration, Cleaning and Analysis for Technical Schools Data Management in Malaysia
title_full_unstemmed	Automated Data Integration, Cleaning and Analysis for Technical Schools Data Management in Malaysia
title_sort	automated data integration, cleaning and analysis for technical schools data management in malaysia
granting_institution	Universiti Utara Malaysia
granting_department	College of Arts and Sciences (CAS)
publishDate	2010
url	https://etd.uum.edu.my/2177/1/Tajul_Rosli_Razak.pdf
_version_	1747827283051151360

Automated Data Integration, Cleaning and Analysis for Technical Schools Data Management in Malaysia

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