Agile requirement analysis approach using artificial intelligent technologies

An approach to requirements analysis using artificial intelligence technologies, taking into account the specifics of the AGILE methodology is proposed in this paper. The approach corresponds to the Model-Driven Methodology, in which the main artifacts of software development are software models represented by UML diagrams. The proposed approach corresponds to the key ideas of the AGILE manifesto, and is oriented towards the fact that AGILE has a priority to satisfy a customer when he changes requirements. Artificial intelligence technologies serve to prepare initial information for the “Text to Model Transformation” of the requirements specification into those types of UML diagrams (Use Case and Sequence), which are used for requirements analysis. The choice of the UML diagram visualization environment is substantiated.

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Publication Details

Journal
PROBLEMS IN PROGRAMMING
Published
2024-09-01
DOI
https://doi.org/10.15407/pp2024.02-03.140
Primary Topic
Software Engineering Techniques and Practices
Type
article
Field-Weighted Citation Impact
0.00

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article

Agile requirement analysis approach using artificial intelligent technologies

PROBLEMS IN PROGRAMMING
Software Engineering Techniques and Practices
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Agile requirement analysis approach using artificial intelligent technologies

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Abstract

An approach to requirements analysis using artificial intelligence technologies, taking into account the specifics of the AGILE methodology is proposed in this paper. The approach corresponds to the Model-Driven Methodology, in which the main artifacts of software development are software models represented by UML diagrams. The proposed approach corresponds to the key ideas of the AGILE manifesto, and is oriented towards the fact that AGILE has a priority to satisfy a customer when he changes requirements. Artificial intelligence technologies serve to prepare initial information for the “Text to Model Transformation” of the requirements specification into those types of UML diagrams (Use Case and Sequence), which are used for requirements analysis. The choice of the UML diagram visualization environment is substantiated.

PROBLEMS IN PROGRAMMING(2-3)
Artificial Intelligence Research Institute (ES)
Consejo Superior de Investigaciones Científicas
Openalex Percentile: Top 57%
Software Engineering Techniques and Practices
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