Uncovering Hidden Information within UUM Students' Data Using OLAP

Uncovering Hidden Information within UUM Students' Data Using OLAP

The implementation of online analytical processing (OLAP) in speeding decision making process has increased especially in educational industry. Lots of OLAP and Business Intelligence(BI) products have been commercialized, but its implementation in educational industry should be widen up. This study...

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Main Author: Nur Hani, Zulkifli Abai
Format: Thesis
Language:eng
eng
Published: 2010
Subjects:
QA71-90 Instruments and machines
Online Access:https://etd.uum.edu.my/2202/1/Nur_Hani_Zulkifli_Abai.pdf
https://etd.uum.edu.my/2202/2/1.Nur_Hani_Zulkifli_Abai.pdf
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id my-uum-etd.2202
record_format uketd_dc
spelling my-uum-etd.22022013-07-24T12:14:53Z Uncovering Hidden Information within UUM Students' Data Using OLAP 2010 Nur Hani, Zulkifli Abai Siraj, Fadzilah College of Arts and Sciences (CAS) College of Arts and Sciences QA71-90 Instruments and machines The implementation of online analytical processing (OLAP) in speeding decision making process has increased especially in educational industry. Lots of OLAP and Business Intelligence(BI) products have been commercialized, but its implementation in educational industry should be widen up. This study shows the implementation of OLAP in Universiti Utara Malaysia to discover hidden information within UUM students' data. It discussed techniques of data selection and integration to enable university management analyzed integrated students' data online. Issues that have been discussed include data cleaning techniques to ensure data quality before analysis being done and OLAP cube generation technique using SQL Server Analysis Services. This study also elaborates analysis results using OLAP cube that retrieves data online, direct to the server. 2010 Thesis https://etd.uum.edu.my/2202/ https://etd.uum.edu.my/2202/1/Nur_Hani_Zulkifli_Abai.pdf application/pdf eng validuser https://etd.uum.edu.my/2202/2/1.Nur_Hani_Zulkifli_Abai.pdf application/pdf eng public http://lintas.uum.edu.my:8080/elmu/index.jsp?module=webopac-l&action=fullDisplayRetriever.jsp&szMaterialNo=0000757838 masters masters Universiti Utara Malaysia
institution Universiti Utara Malaysia
collection UUM ETD
language eng
eng
advisor Siraj, Fadzilah
topic QA71-90 Instruments and machines
spellingShingle QA71-90 Instruments and machines
Nur Hani, Zulkifli Abai
Uncovering Hidden Information within UUM Students' Data Using OLAP
description The implementation of online analytical processing (OLAP) in speeding decision making process has increased especially in educational industry. Lots of OLAP and Business Intelligence(BI) products have been commercialized, but its implementation in educational industry should be widen up. This study shows the implementation of OLAP in Universiti Utara Malaysia to discover hidden information within UUM students' data. It discussed techniques of data selection and integration to enable university management analyzed integrated students' data online. Issues that have been discussed include data cleaning techniques to ensure data quality before analysis being done and OLAP cube generation technique using SQL Server Analysis Services. This study also elaborates analysis results using OLAP cube that retrieves data online, direct to the server.
format Thesis
qualification_name masters
qualification_level Master's degree
author Nur Hani, Zulkifli Abai
author_facet Nur Hani, Zulkifli Abai
author_sort Nur Hani, Zulkifli Abai
title Uncovering Hidden Information within UUM Students' Data Using OLAP
title_short Uncovering Hidden Information within UUM Students' Data Using OLAP
title_full Uncovering Hidden Information within UUM Students' Data Using OLAP
title_fullStr Uncovering Hidden Information within UUM Students' Data Using OLAP
title_full_unstemmed Uncovering Hidden Information within UUM Students' Data Using OLAP
title_sort uncovering hidden information within uum students' data using olap
granting_institution Universiti Utara Malaysia
granting_department College of Arts and Sciences (CAS)
publishDate 2010
url https://etd.uum.edu.my/2202/1/Nur_Hani_Zulkifli_Abai.pdf
https://etd.uum.edu.my/2202/2/1.Nur_Hani_Zulkifli_Abai.pdf
_version_ 1747827289152815104

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