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Visualisation of User Stories to UML Model: A Systematic Literature Review

The usage of Agile methodology in software development project is growing rapidly among industry professionals and academia. Unified Modelling Language (UML) conventionally accompanied Agile software development to model the software requirements. The user story is fundamental and should be identifi...

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Main Authors: Mohammad Nazrul, Mornie, Nurfauza, Jali, Syahrul Nizam, Junaini, Edwin, Mit, Cheah, Wai Shiang, Suhaila, Saee
Format: Article
Language:English
Published: Prague University of Economics and Business 2023
Subjects:
T Technology (General)
Online Access:http://ir.unimas.my/id/eprint/42218/1/Aip_000436_fin-0003.pdf
http://ir.unimas.my/id/eprint/42218/
https://aip.vse.cz/corproof.php?tartkey=aip-000000-0436
https://doi.org/10.18267/j.aip.212
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spelling my.unimas.ir.422182023-07-12T00:43:53Z http://ir.unimas.my/id/eprint/42218/ Visualisation of User Stories to UML Model: A Systematic Literature Review Mohammad Nazrul, Mornie Nurfauza, Jali Syahrul Nizam, Junaini Edwin, Mit Cheah, Wai Shiang Suhaila, Saee T Technology (General) The usage of Agile methodology in software development project is growing rapidly among industry professionals and academia. Unified Modelling Language (UML) conventionally accompanied Agile software development to model the software requirements. The user story is fundamental and should be identified to communicate the basic requirements between the development team and the stakeholders before the UML model such as the use case diagram, class diagrams, and many others can be designed. However, there are several challenges associated with this process such as poorly organised user stories, natural language complexity, and high time consumption to create them. A systematic literature review (SLR) is conducted to grasp more knowledge about the utilisation of Natural Language Processing (NLP) for UML model generation. A total of 198 papers were initially found in four online databases which are Scopus, IEEE Xplore, ScienceDirect, and ACM Digital Library from the year 2018 until 2022. After removing duplicates, applying inclusion and exclusion criteria, and conducting the full-text assessment, only 20 papers are included as the primary studies. The primary studies are reviewed to discover several important pieces of information which are the challenges of designing UML models, NLP tools and techniques used to generate UML models, UML models generated, and validation methods used for measuring the accuracy of generated models. Finally, this study discusses important elements related to the UML model generation with the utilisation of NLP tools and technique. Prague University of Economics and Business 2023 Article PeerReviewed text en http://ir.unimas.my/id/eprint/42218/1/Aip_000436_fin-0003.pdf Mohammad Nazrul, Mornie and Nurfauza, Jali and Syahrul Nizam, Junaini and Edwin, Mit and Cheah, Wai Shiang and Suhaila, Saee (2023) Visualisation of User Stories to UML Model: A Systematic Literature Review. Acta Informatica Pragensia, 12 (2). ISSN 1805-4951 https://aip.vse.cz/corproof.php?tartkey=aip-000000-0436 https://doi.org/10.18267/j.aip.212
institution Universiti Malaysia Sarawak
building Centre for Academic Information Services (CAIS)
collection Institutional Repository
continent Asia
country Malaysia
content_provider Universiti Malaysia Sarawak
content_source UNIMAS Institutional Repository
url_provider http://ir.unimas.my/
language English
topic T Technology (General)
spellingShingle T Technology (General)
Mohammad Nazrul, Mornie
Nurfauza, Jali
Syahrul Nizam, Junaini
Edwin, Mit
Cheah, Wai Shiang
Suhaila, Saee
Visualisation of User Stories to UML Model: A Systematic Literature Review
description The usage of Agile methodology in software development project is growing rapidly among industry professionals and academia. Unified Modelling Language (UML) conventionally accompanied Agile software development to model the software requirements. The user story is fundamental and should be identified to communicate the basic requirements between the development team and the stakeholders before the UML model such as the use case diagram, class diagrams, and many others can be designed. However, there are several challenges associated with this process such as poorly organised user stories, natural language complexity, and high time consumption to create them. A systematic literature review (SLR) is conducted to grasp more knowledge about the utilisation of Natural Language Processing (NLP) for UML model generation. A total of 198 papers were initially found in four online databases which are Scopus, IEEE Xplore, ScienceDirect, and ACM Digital Library from the year 2018 until 2022. After removing duplicates, applying inclusion and exclusion criteria, and conducting the full-text assessment, only 20 papers are included as the primary studies. The primary studies are reviewed to discover several important pieces of information which are the challenges of designing UML models, NLP tools and techniques used to generate UML models, UML models generated, and validation methods used for measuring the accuracy of generated models. Finally, this study discusses important elements related to the UML model generation with the utilisation of NLP tools and technique.
format Article
author Mohammad Nazrul, Mornie
Nurfauza, Jali
Syahrul Nizam, Junaini
Edwin, Mit
Cheah, Wai Shiang
Suhaila, Saee
author_facet Mohammad Nazrul, Mornie
Nurfauza, Jali
Syahrul Nizam, Junaini
Edwin, Mit
Cheah, Wai Shiang
Suhaila, Saee
author_sort Mohammad Nazrul, Mornie
title Visualisation of User Stories to UML Model: A Systematic Literature Review
title_short Visualisation of User Stories to UML Model: A Systematic Literature Review
title_full Visualisation of User Stories to UML Model: A Systematic Literature Review
title_fullStr Visualisation of User Stories to UML Model: A Systematic Literature Review
title_full_unstemmed Visualisation of User Stories to UML Model: A Systematic Literature Review
title_sort visualisation of user stories to uml model: a systematic literature review
publisher Prague University of Economics and Business
publishDate 2023
url http://ir.unimas.my/id/eprint/42218/1/Aip_000436_fin-0003.pdf
http://ir.unimas.my/id/eprint/42218/
https://aip.vse.cz/corproof.php?tartkey=aip-000000-0436
https://doi.org/10.18267/j.aip.212
_version_ 1772816305018109952
score 13.211869

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