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Using metadata analysis and base analysis techniques in DQ framework for DW


Abdul Aziz, Azwa and Mohd Saman, Md Yazid and Hamzah, Mohd Pouzi (2010) Using metadata analysis and base analysis techniques in DQ framework for DW. In: Knowledge Management International Conference 2010 (KMICe2010), 25-27 May 2010, Kuala Terengganu, Malaysia.

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Abstract

Data Qualities (DQ) issues become a major concern over decade.Even with an enhancements and introduction of new technologies, it is stills not good if systems are lack of qualities of data.Data warehouses (DW) are complex systems that have to deliver highly- aggregated, high quality data from heterogeneous sources to decision makers. It involves a lot of integration of sources system to support business operations.This paper propose a framework for implementing DQ in DW systems architecture using Metadata Analysis Technique and Base Analysis Techniques to perform comparison between target value and current value gain from the systems.A prototype using PHP is develops to support Base Analysis Techniques. This paper also emphasize on dimension need to be consider to perform DQ processes.

Item Type: Conference or Workshop Item (Paper)
Additional Information: ISBN 978-983-2078-40-1 Organized by: UUM College of Art & Sciences, Unversiti Utara Malaysia
Uncontrolled Keywords: Data Warehouse (DW), Data Quality (DQ), Metadata, DQ Dimension
Subjects: Q Science > QA Mathematics > QA75 Electronic computers. Computer science
Divisions: College of Arts and Sciences
Depositing User: Mrs. Norazmilah Yaakub
Date Deposited: 05 Jun 2014 00:35
Last Modified: 30 Sep 2015 07:04
URI: http://repo.uum.edu.my/id/eprint/11232

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