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Goal-ontology ETL processes specification

The design-related problems for extract, transform, load (ETL) processes are far away from being resolved due to the ambiguity of user requirements and the complexity of operations.Current approaches are based on existing software requirement methods that have limitations on reconciliation of the re...

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Main Authors: Ta'a, Azman, Abdullah, Mohd Syazwan, Md Norwawi, Norita
Format: Article
Language:English
Published: UUM Press 2011
Subjects:
QA76 Computer software
Online Access:http://repo.uum.edu.my/5903/1/Azman.pdf
http://repo.uum.edu.my/5903/
http://jict.uum.edu.my/
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spelling my.uum.repo.59032012-08-29T08:27:49Z http://repo.uum.edu.my/5903/ Goal-ontology ETL processes specification Ta'a, Azman Abdullah, Mohd Syazwan Md Norwawi, Norita QA76 Computer software The design-related problems for extract, transform, load (ETL) processes are far away from being resolved due to the ambiguity of user requirements and the complexity of operations.Current approaches are based on existing software requirement methods that have limitations on reconciliation of the requirement semantics toward generating the ETL processes specification.The solution is to apply the RAMEPs (Requirement Analysis Method for ETL Processes) that was developed to facilitate the design of the ETL processes in the perspectives of organization, decision-maker, and developer.The results are the ETL processes specification, which was validated on the correctness of the goal-ontology model and evaluated in the case study of Gas Malaysia Data Warehouse (DW) system.The case study illustrated how the goal-ontology approach was successfully implemented in designing and generating the ETL processes specification. UUM Press 2011 Article PeerReviewed application/pdf en http://repo.uum.edu.my/5903/1/Azman.pdf Ta'a, Azman and Abdullah, Mohd Syazwan and Md Norwawi, Norita (2011) Goal-ontology ETL processes specification. Journal of Information and Communication Technology, 10. pp. 15-43. ISSN 2180-3862 http://jict.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 QA76 Computer software
spellingShingle QA76 Computer software
Ta'a, Azman
Abdullah, Mohd Syazwan
Md Norwawi, Norita
Goal-ontology ETL processes specification
description The design-related problems for extract, transform, load (ETL) processes are far away from being resolved due to the ambiguity of user requirements and the complexity of operations.Current approaches are based on existing software requirement methods that have limitations on reconciliation of the requirement semantics toward generating the ETL processes specification.The solution is to apply the RAMEPs (Requirement Analysis Method for ETL Processes) that was developed to facilitate the design of the ETL processes in the perspectives of organization, decision-maker, and developer.The results are the ETL processes specification, which was validated on the correctness of the goal-ontology model and evaluated in the case study of Gas Malaysia Data Warehouse (DW) system.The case study illustrated how the goal-ontology approach was successfully implemented in designing and generating the ETL processes specification.
format Article
author Ta'a, Azman
Abdullah, Mohd Syazwan
Md Norwawi, Norita
author_facet Ta'a, Azman
Abdullah, Mohd Syazwan
Md Norwawi, Norita
author_sort Ta'a, Azman
title Goal-ontology ETL processes specification
title_short Goal-ontology ETL processes specification
title_full Goal-ontology ETL processes specification
title_fullStr Goal-ontology ETL processes specification
title_full_unstemmed Goal-ontology ETL processes specification
title_sort goal-ontology etl processes specification
publisher UUM Press
publishDate 2011
url http://repo.uum.edu.my/5903/1/Azman.pdf
http://repo.uum.edu.my/5903/
http://jict.uum.edu.my/
_version_ 1644279141420236800
score 13.211869

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