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...
| Main Authors: | , , |
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| Format: | Proceeding Paper |
| Language: | English |
| Published: |
2012
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| Subjects: | |
| Online Access: | http://irep.iium.edu.my/27963/ http://irep.iium.edu.my/27963/1/2052C.pdf |
| _version_ | 1848779898325303296 |
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| 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 |
| building | IIUM Repository |
| collection | Online Access |
| 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 | 2025-11-14T15:25:05Z |
| format | Proceeding Paper |
| id | iium-27963 |
| institution | International Islamic University Malaysia |
| institution_category | Local University |
| language | English |
| last_indexed | 2025-11-14T15:25:05Z |
| publishDate | 2012 |
| recordtype | eprints |
| repository_type | Digital Repository |
| 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 Proceeding Paper 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. |
| spellingShingle | T Technology (General) Shihab, A. Hameed AlJumaily, A. Asad 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 | T Technology (General) |
| url | http://irep.iium.edu.my/27963/ http://irep.iium.edu.my/27963/1/2052C.pdf |