Statistical techniques to serve quality of software

Within the rapid development of the recent computer-based applications; software quality becomes one of the critical issues to be considered. Software development is complex, costly, widely used and a core (heart) for critical and risky applications that have great affect on human life. Software t...

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Main Authors:	Hameed, Shihab A., AlJumaily, A. Asad, Ahmed, I. Mohammed, Daoud, Jamal Ibrahim
Format:	Article
Language:	English
Published:	IDOSI Publication 2013
Subjects:	T10.5 Communication of technical information
Online Access:	http://irep.iium.edu.my/29655/ http://irep.iium.edu.my/29655/ http://irep.iium.edu.my/29655/ http://irep.iium.edu.my/29655/1/9.pdf

id	iium-29655
recordtype	eprints
spelling	iium-296552013-04-23T02:34:24Z http://irep.iium.edu.my/29655/ Statistical techniques to serve quality of software Hameed, Shihab A. AlJumaily, A. Asad Ahmed, I. Mohammed Daoud, Jamal Ibrahim T10.5 Communication of technical information Within the rapid development of the recent computer-based applications; software quality becomes one of the critical issues to be considered. Software development is complex, costly, widely used and a core (heart) for critical and risky applications that have great affect on human life. Software testing is an essential issue in software quality. To get an efficient and effective testing we need a proper set of test data. One of the difficult and expensive parts of applying software-testing techniques is the generation of actual or meaningful test data since although there are several techniques and tools to automatically generate test data but mostly they generate meaningless data. This paper proposes a new model for generating meaningful test data. The model is based on using sample of real data and statistical techniques in generation process. The implementation results show that the samples of the generated data are meaningful and reflected the real world or field for testing processes. This leads to enhance the software quality. IDOSI Publication 2013-03 Article PeerReviewed application/pdf en http://irep.iium.edu.my/29655/1/9.pdf Hameed, Shihab A. and AlJumaily, A. Asad and Ahmed, I. Mohammed and Daoud, Jamal Ibrahim (2013) Statistical techniques to serve quality of software. World Applied Sciences Journal (21). pp. 50-55. ISSN 1818-4952 http://www.idosi.org/wasj/WASJ21(mae)13/9.pdf 10.5829/idosi.wasj.2013.21.mae.99918
repository_type	Digital Repository
institution_category	Local University
institution	International Islamic University Malaysia
building	IIUM Repository
collection	Online Access
language	English
topic	T10.5 Communication of technical information
spellingShingle	T10.5 Communication of technical information Hameed, Shihab A. AlJumaily, A. Asad Ahmed, I. Mohammed Daoud, Jamal Ibrahim Statistical techniques to serve quality of software
description	Within the rapid development of the recent computer-based applications; software quality becomes one of the critical issues to be considered. Software development is complex, costly, widely used and a core (heart) for critical and risky applications that have great affect on human life. Software testing is an essential issue in software quality. To get an efficient and effective testing we need a proper set of test data. One of the difficult and expensive parts of applying software-testing techniques is the generation of actual or meaningful test data since although there are several techniques and tools to automatically generate test data but mostly they generate meaningless data. This paper proposes a new model for generating meaningful test data. The model is based on using sample of real data and statistical techniques in generation process. The implementation results show that the samples of the generated data are meaningful and reflected the real world or field for testing processes. This leads to enhance the software quality.
format	Article
author	Hameed, Shihab A. AlJumaily, A. Asad Ahmed, I. Mohammed Daoud, Jamal Ibrahim
author_facet	Hameed, Shihab A. AlJumaily, A. Asad Ahmed, I. Mohammed Daoud, Jamal Ibrahim
author_sort	Hameed, Shihab A.
title	Statistical techniques to serve quality of software
title_short	Statistical techniques to serve quality of software
title_full	Statistical techniques to serve quality of software
title_fullStr	Statistical techniques to serve quality of software
title_full_unstemmed	Statistical techniques to serve quality of software
title_sort	statistical techniques to serve quality of software
publisher	IDOSI Publication
publishDate	2013
url	http://irep.iium.edu.my/29655/ http://irep.iium.edu.my/29655/ http://irep.iium.edu.my/29655/ http://irep.iium.edu.my/29655/1/9.pdf
first_indexed	2023-09-18T20:43:34Z
last_indexed	2023-09-18T20:43:34Z
_version_	1777409525663399936

Statistical techniques to serve quality of software

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