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January Edition 2021

International Journal of Applied Information Systems solicits high quality original research papers for the January 2021 Edition of the journal. The last date of research paper submission is December 15, 2020.

Automated Use Case Diagram Generation with Non-functional Requirements using Neural Network

Israa Abdulruof Othman Ahmed, Mubarak Elamin Elmubarak Daleel in Artificial Intelligence

International Journal of Applied Information Systems
Year of Publication:2020
Publisher: Foundation of Computer Science (FCS), NY, USA
Authors:Israa Abdulruof Othman Ahmed, Mubarak Elamin Elmubarak Daleel
10.5120/ijais2020451885
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  1. Israa Abdulruof Othman Ahmed and Mubarak Elamin Elmubarak Daleel. Automated Use Case Diagram Generation with Non-functional Requirements using Neural Network. International Journal of Applied Information Systems 12(34):1-4, October 2020. URL, DOI BibTeX

    @article{10.5120/ijais2020451885,
    	author = "Israa Abdulruof Othman Ahmed and Mubarak Elamin Elmubarak Daleel",
    	title = "Automated Use Case Diagram Generation with Non-functional Requirements using Neural Network",
    	journal = "International Journal of Applied Information Systems",
    	issue_date = "October 2020",
    	volume = 12,
    	number = 34,
    	month = "October",
    	year = 2020,
    	issn = "2249-0868",
    	pages = "1-4",
    	url = "http://www.ijais.org/archives/volume12/number34/1102-2020451885",
    	doi = "10.5120/ijais2020451885",
    	publisher = "Foundation of Computer Science (FCS), NY, USA",
    	address = "New York, USA"
    }
    

Abstract

The Unified Modeling Language (UML) is an excellent and well known powerful recognized leading diagrammatic modeling language. Recently, there have many efforts addressing automating these models, such as the Use Cases model where natural languages are used and giving the system a set of rules to be able to extract the actors and use cases from textual requirements. These rules confirm that all user requirements are included there in .In this paper a model has been developed using natural languages in addition to neural networks where the network is trained in the way of extracting Functional and nonfunctional requirements, which helps in producing more effective models that minimizing the time and effort of both the user and the analyst.

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Keywords

Neural Network – UML - Machine learning - Use Cases Model - Nonfunctional Requirements