Leveraging latent natural language processing techniques for user story management in agile software development
User story management is a critical aspect of agile software development, as it involves understanding and prioritizing the needs of stakeholders, and translating them into actionable tasks fordevelopment teams. Furthermore, the identification of new activities within products is crucial for enhanci...
| Main Authors: | , , , |
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| Format: | Article |
| Published: |
Sebha University
2023
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| Online Access: | http://psasir.upm.edu.my/id/eprint/110159/ |
| _version_ | 1848865447832715264 |
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| author | Imhmed, Hisham Ahmed, Khamiss Salem, Yousif Zulzalil, Hazura |
| author_facet | Imhmed, Hisham Ahmed, Khamiss Salem, Yousif Zulzalil, Hazura |
| author_sort | Imhmed, Hisham |
| building | UPM Institutional Repository |
| collection | Online Access |
| description | User story management is a critical aspect of agile software development, as it involves understanding and prioritizing the needs of stakeholders, and translating them into actionable tasks fordevelopment teams. Furthermore, the identification of new activities within products is crucial for enhancing software quality assurance, and user story management is a crucial component of agile software development and software testing. Reusing manuallywritten test steps would be a waste of time and effort for the testers because requirements in agile software development are continually changing and eventually becoming out-dated. Therefore, developers need to implement the necessary functions and writetest steps for user stories to determine the desired behaviour or desired result of the program. In an agile world, the user story is the link between the customer and the development team, as well as the main pillar on which the development team relies to understand the product requirements. Therefore, developers need to implement the necessary functions and write test steps for user stories to determine the desired behaviour or desired result of the program. Since agile testing can detect defects earlyin the software life cycle and deliver a high-quality product, we propose our approach to generating test cases using natural language processing to analyse the user story. Therefore, Neural Language Processing (NLP) techniques help the development team to obtain clear data and achieve customer satisfaction. |
| first_indexed | 2025-11-15T14:04:52Z |
| format | Article |
| id | upm-110159 |
| institution | Universiti Putra Malaysia |
| institution_category | Local University |
| last_indexed | 2025-11-15T14:04:52Z |
| publishDate | 2023 |
| publisher | Sebha University |
| recordtype | eprints |
| repository_type | Digital Repository |
| spelling | upm-1101592024-07-04T06:34:13Z http://psasir.upm.edu.my/id/eprint/110159/ Leveraging latent natural language processing techniques for user story management in agile software development Imhmed, Hisham Ahmed, Khamiss Salem, Yousif Zulzalil, Hazura User story management is a critical aspect of agile software development, as it involves understanding and prioritizing the needs of stakeholders, and translating them into actionable tasks fordevelopment teams. Furthermore, the identification of new activities within products is crucial for enhancing software quality assurance, and user story management is a crucial component of agile software development and software testing. Reusing manuallywritten test steps would be a waste of time and effort for the testers because requirements in agile software development are continually changing and eventually becoming out-dated. Therefore, developers need to implement the necessary functions and writetest steps for user stories to determine the desired behaviour or desired result of the program. In an agile world, the user story is the link between the customer and the development team, as well as the main pillar on which the development team relies to understand the product requirements. Therefore, developers need to implement the necessary functions and write test steps for user stories to determine the desired behaviour or desired result of the program. Since agile testing can detect defects earlyin the software life cycle and deliver a high-quality product, we propose our approach to generating test cases using natural language processing to analyse the user story. Therefore, Neural Language Processing (NLP) techniques help the development team to obtain clear data and achieve customer satisfaction. Sebha University 2023 Article PeerReviewed Imhmed, Hisham and Ahmed, Khamiss and Salem, Yousif and Zulzalil, Hazura (2023) Leveraging latent natural language processing techniques for user story management in agile software development. Journal of Pure & Applied Sciences, 22 (2). pp. 5-9. ISSN 2708-8251; ESSN: 2521-9200 https://sebhau.edu.ly/journal/jopas/article/view/2599 10.51984/jopas.v22i2.2599 |
| spellingShingle | Imhmed, Hisham Ahmed, Khamiss Salem, Yousif Zulzalil, Hazura Leveraging latent natural language processing techniques for user story management in agile software development |
| title | Leveraging latent natural language processing techniques for user story management in agile software development |
| title_full | Leveraging latent natural language processing techniques for user story management in agile software development |
| title_fullStr | Leveraging latent natural language processing techniques for user story management in agile software development |
| title_full_unstemmed | Leveraging latent natural language processing techniques for user story management in agile software development |
| title_short | Leveraging latent natural language processing techniques for user story management in agile software development |
| title_sort | leveraging latent natural language processing techniques for user story management in agile software development |
| url | http://psasir.upm.edu.my/id/eprint/110159/ http://psasir.upm.edu.my/id/eprint/110159/ http://psasir.upm.edu.my/id/eprint/110159/ |