Generating Use Case Models from Arabic User Requirements in a Semiautomated Approach Using a Natural Language Processing Tool

Automated software engineering has attracted a large amount of research efforts. The use of object-oriented methods for software systems development has made it necessary to develop approaches that automate the construction of different Unified Modeling Language (UML) models in a semiautomated appro...

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Main Authors: Arman Nabil, Jabbarin Sari
Format: Article
Language:English
Published: De Gruyter 2015-06-01
Series:Journal of Intelligent Systems
Subjects:
Online Access:https://doi.org/10.1515/jisys-2014-0092
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spelling doaj-1d86c309c8db4117b94a7e2a2565e6722021-09-06T19:40:36ZengDe GruyterJournal of Intelligent Systems0334-18602191-026X2015-06-0124227728610.1515/jisys-2014-0092Generating Use Case Models from Arabic User Requirements in a Semiautomated Approach Using a Natural Language Processing ToolArman Nabil0Jabbarin Sari1Department of Computer Science and Engineering, Palestine Polytechnic University, Hebron, West Bank, State of PalestineDepartment of Computer Science and Engineering, Palestine Polytechnic University, Hebron, West Bank, State of PalestineAutomated software engineering has attracted a large amount of research efforts. The use of object-oriented methods for software systems development has made it necessary to develop approaches that automate the construction of different Unified Modeling Language (UML) models in a semiautomated approach from textual user requirements. UML use case models represent an essential artifact that provides a perspective of the system under analysis or development. The development of such use case models is very crucial in an object-oriented development method. The main principles used in obtaining these models are described. A natural language processing tool is used to parse different statements of the user requirements written in Arabic to obtain lists of nouns, noun phrases, verbs, verb phrases, etc., that aid in finding potential actors and use cases. A set of steps that represent our approach for constructing a use case model are presented. Finally, the proposed approach is validated using an experiment involving a group of graduate students who are familiar with use case modeling.https://doi.org/10.1515/jisys-2014-0092arabic user requirementsuse case modelnatural language processing (nlp) tool
collection DOAJ
language English
format Article
sources DOAJ
author Arman Nabil
Jabbarin Sari
spellingShingle Arman Nabil
Jabbarin Sari
Generating Use Case Models from Arabic User Requirements in a Semiautomated Approach Using a Natural Language Processing Tool
Journal of Intelligent Systems
arabic user requirements
use case model
natural language processing (nlp) tool
author_facet Arman Nabil
Jabbarin Sari
author_sort Arman Nabil
title Generating Use Case Models from Arabic User Requirements in a Semiautomated Approach Using a Natural Language Processing Tool
title_short Generating Use Case Models from Arabic User Requirements in a Semiautomated Approach Using a Natural Language Processing Tool
title_full Generating Use Case Models from Arabic User Requirements in a Semiautomated Approach Using a Natural Language Processing Tool
title_fullStr Generating Use Case Models from Arabic User Requirements in a Semiautomated Approach Using a Natural Language Processing Tool
title_full_unstemmed Generating Use Case Models from Arabic User Requirements in a Semiautomated Approach Using a Natural Language Processing Tool
title_sort generating use case models from arabic user requirements in a semiautomated approach using a natural language processing tool
publisher De Gruyter
series Journal of Intelligent Systems
issn 0334-1860
2191-026X
publishDate 2015-06-01
description Automated software engineering has attracted a large amount of research efforts. The use of object-oriented methods for software systems development has made it necessary to develop approaches that automate the construction of different Unified Modeling Language (UML) models in a semiautomated approach from textual user requirements. UML use case models represent an essential artifact that provides a perspective of the system under analysis or development. The development of such use case models is very crucial in an object-oriented development method. The main principles used in obtaining these models are described. A natural language processing tool is used to parse different statements of the user requirements written in Arabic to obtain lists of nouns, noun phrases, verbs, verb phrases, etc., that aid in finding potential actors and use cases. A set of steps that represent our approach for constructing a use case model are presented. Finally, the proposed approach is validated using an experiment involving a group of graduate students who are familiar with use case modeling.
topic arabic user requirements
use case model
natural language processing (nlp) tool
url https://doi.org/10.1515/jisys-2014-0092
work_keys_str_mv AT armannabil generatingusecasemodelsfromarabicuserrequirementsinasemiautomatedapproachusinganaturallanguageprocessingtool
AT jabbarinsari generatingusecasemodelsfromarabicuserrequirementsinasemiautomatedapproachusinganaturallanguageprocessingtool
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