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...
| Main Authors: | , , , |
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| Format: | Article |
| Language: | English |
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IDOSI Publication
2013
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| Subjects: | |
| Online Access: | http://irep.iium.edu.my/29655/1/9.pdf |
| _version_ | 1825647238306594816 |
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| 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. |
| collection | IIUM |
| 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. |
| first_indexed | 2024-03-05T23:14:40Z |
| format | Article |
| id | oai:generic.eprints.org:29655 |
| institution | International Islamic University Malaysia |
| language | English |
| last_indexed | 2024-03-05T23:14:40Z |
| publishDate | 2013 |
| publisher | IDOSI Publication |
| record_format | dspace |
| spelling | oai:generic.eprints.org: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 |
| 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 |
| title | 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_short | Statistical techniques to serve quality of software |
| title_sort | statistical techniques to serve quality of software |
| topic | T10.5 Communication of technical information |
| url | http://irep.iium.edu.my/29655/1/9.pdf |
| work_keys_str_mv | AT hameedshihaba statisticaltechniquestoservequalityofsoftware AT aljumailyaasad statisticaltechniquestoservequalityofsoftware AT ahmedimohammed statisticaltechniquestoservequalityofsoftware AT daoudjamalibrahim statisticaltechniquestoservequalityofsoftware |