Staff View: Using metadata analysis and base analysis techniques in DQ framework for DW

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

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 heter...

Full description

Saved in:

Bibliographic Details
Main Authors:	Abdul Aziz, Azwa, Mohd Saman, Md Yazid, Hamzah, Mohd Pouzi
Format:	Conference or Workshop Item
Language:	English
Published:	2010
Subjects:	QA75 Electronic computers. Computer science
Online Access:	http://repo.uum.edu.my/11232/1/PG608_613.pdf http://repo.uum.edu.my/11232/ http://www.kmice.uum.edu.my
Tags:	Add Tag No Tags, Be the first to tag this record!

id	my.uum.repo.11232
record_format	eprints
spelling	my.uum.repo.112322015-09-30T07:04:08Z http://repo.uum.edu.my/11232/ Using metadata analysis and base analysis techniques in DQ framework for DW Abdul Aziz, Azwa Mohd Saman, Md Yazid Hamzah, Mohd Pouzi QA75 Electronic computers. Computer science 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. 2010-05-25 Conference or Workshop Item PeerReviewed application/pdf en http://repo.uum.edu.my/11232/1/PG608_613.pdf 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. http://www.kmice.uum.edu.my
institution	Universiti Utara Malaysia
building	UUM Library
collection	Institutional Repository
continent	Asia
country	Malaysia
content_provider	Universiti Utara Malaysia
content_source	UUM Institutionali Repository
url_provider	http://repo.uum.edu.my/
language	English
topic	QA75 Electronic computers. Computer science
spellingShingle	QA75 Electronic computers. Computer science Abdul Aziz, Azwa Mohd Saman, Md Yazid Hamzah, Mohd Pouzi Using metadata analysis and base analysis techniques in DQ framework for DW
description	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.
format	Conference or Workshop Item
author	Abdul Aziz, Azwa Mohd Saman, Md Yazid Hamzah, Mohd Pouzi
author_facet	Abdul Aziz, Azwa Mohd Saman, Md Yazid Hamzah, Mohd Pouzi
author_sort	Abdul Aziz, Azwa
title	Using metadata analysis and base analysis techniques in DQ framework for DW
title_short	Using metadata analysis and base analysis techniques in DQ framework for DW
title_full	Using metadata analysis and base analysis techniques in DQ framework for DW
title_fullStr	Using metadata analysis and base analysis techniques in DQ framework for DW
title_full_unstemmed	Using metadata analysis and base analysis techniques in DQ framework for DW
title_sort	using metadata analysis and base analysis techniques in dq framework for dw
publishDate	2010
url	http://repo.uum.edu.my/11232/1/PG608_613.pdf http://repo.uum.edu.my/11232/ http://www.kmice.uum.edu.my
_version_	1644280586199629824
score	13.160551

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

Similar Items