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 te...

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Main Authors:	Shihab, A. Hameed, AlJumaily, A. Asad, Daoud, Jamal Ibrahim
Format:	Conference or Workshop Item
Language:	English
Published:	2012
Subjects:	T Technology (General)
Online Access:	http://irep.iium.edu.my/27963/ http://irep.iium.edu.my/27963/1/2052C.pdf

id	iium-27963
recordtype	eprints
spelling	iium-279632013-02-13T21:47:41Z http://irep.iium.edu.my/27963/ Statistical techniques to serve quality of software Shihab, A. Hameed AlJumaily, A. Asad Daoud, Jamal Ibrahim T Technology (General) 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. 2012 Conference or Workshop Item PeerReviewed application/pdf en http://irep.iium.edu.my/27963/1/2052C.pdf Shihab, A. Hameed and AlJumaily, A. Asad and Daoud, Jamal Ibrahim (2012) Statistical techniques to serve quality of software. In: 2nd International conference on Mathematical Applications 2012 (ICMAE’12), 3-5 July 2012, Kuala Lumpur, Malaysia.
repository_type	Digital Repository
institution_category	Local University
institution	International Islamic University Malaysia
building	IIUM Repository
collection	Online Access
language	English
topic	T Technology (General)
spellingShingle	T Technology (General) Shihab, A. Hameed AlJumaily, A. Asad 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	Conference or Workshop Item
author	Shihab, A. Hameed AlJumaily, A. Asad Daoud, Jamal Ibrahim
author_facet	Shihab, A. Hameed AlJumaily, A. Asad Daoud, Jamal Ibrahim
author_sort	Shihab, A. Hameed
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
publishDate	2012
url	http://irep.iium.edu.my/27963/ http://irep.iium.edu.my/27963/1/2052C.pdf
first_indexed	2023-09-18T20:41:24Z
last_indexed	2023-09-18T20:41:24Z
_version_	1777409390031142912

Statistical techniques to serve quality of software

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