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Optimized Change Management Process Through Semantic Requirements and Traceability Analysis Tool

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Publicado en:Journal of Engineering vol. 2025 (2025)
Autor principal: Ilyas, Irum
Otros Autores: Hafeez, Yaser, Hussain, Shariq, Ali, Sadia, Jammal, Muhammad, Ibrahima Kalil Toure
Publicado:
John Wiley & Sons, Inc.
Materias:
Software
Software development
Artificial intelligence
Formal method
Project management
Knowledge management
Tools
Impact analysis
Automation
Knowledge representation
Impact prediction
Semantics
Acceso en línea:Citation/Abstract
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Resumen:Formal methods and tools to assess automated requirements and measure requirements quality features are advanced approaches for handling requirement changes, quantitative assessment of requirement quality, assessment of requirement change impact prediction tools, and recently the use of just-in-time methods to manage nonfunctional requirements in agile projects from a knowledge management perspective. [...]requirement representations are crucial in evaluating the precision of various methods [14]. The proposed model, named requirement change, prioritization, traceability, and impact analysis (RCPTIA), manages the changes during the development of software requirements in improving the change impact and prioritization by reducing irrelevancy and ambiguity using SAs based on NLP techniques. [...]this WT facilitates the practitioners to automatically manage changes and their impact on the requirement in an ABD.
ISSN:2314-4912
2314-4904
DOI:10.1155/je/2296387
Fuente:Engineering Database