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Data Warehouse Design for Educational Data with Data Mining Application

Mukhtar, Nura (2010) Data Warehouse Design for Educational Data with Data Mining Application. Masters thesis, Universiti Utara Malaysia.

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Abstract

Large data is stored in the data bases in Secondary Schools, which contain student's demographic and Examination Information. There is a need of these data to be integrated in one place. This study analyses the application of Data warehouse and Data mining application on data of student's previous peformance on subject they have took. Where by the data from three Secondary schools were extracted, transformed and loaded into data warehouse. This study also builds student's performance multidimensional cube for each school, a Data mining model was build based on multidimensional cube designed using Microsoft Neural Network as a Data mining tool to predict the Student's performance in their SPM Exam based on their previous subjects performance. The result shows that subject BI from Sama Gagah Secondary School have the highest prediction.

Item Type: Thesis (Masters)
Uncontrolled Keywords: System Design, Data Mining, Educational Data
Subjects: Q Science > QA Mathematics > QA71-90 Instruments and machines
Divisions: College of Arts and Sciences (CAS)
Depositing User: Mr Husni Ismail
Date Deposited: 06 Dec 2010 06:42
Last Modified: 24 Jul 2013 12:14
URI: http://etd.uum.edu.my/id/eprint/2184

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