Mining Architectural Responsibilities and Components from Textual Specifications Written in Natural Language

Given the enormous growth and complexity of modern software systems, architectural design has become an essential concern for almost every software development project. One of the most challenging steps for designing the best architecture for a certain piece of software is the analysis of requiremen...

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Detalles Bibliográficos
Autores principales:	Casamayor, Agustín, Godoy, Daniela Lis, Campo, Marcelo
Formato:	Objeto de conferencia
Lenguaje:	Inglés
Publicado:	2010
Materias:	Ciencias Informáticas software design architectural responsibilities architectural components requirements engineering text mining techniques part-of-speech tagging
Acceso en línea:	http://sedici.unlp.edu.ar/handle/10915/152946 http://39jaiio.sadio.org.ar/sites/default/files/39jaiio-asse-22.pdf
Aporte de:	SEDICI (UNLP) de Universidad Nacional de La Plata

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spelling	I19-R120-10915-1529462023-05-15T20:05:25Z http://sedici.unlp.edu.ar/handle/10915/152946 http://39jaiio.sadio.org.ar/sites/default/files/39jaiio-asse-22.pdf issn:1850-2792 Mining Architectural Responsibilities and Components from Textual Specifications Written in Natural Language Casamayor, Agustín Godoy, Daniela Lis Campo, Marcelo 2010 2010 2023-05-15T12:45:29Z en Ciencias Informáticas software design architectural responsibilities architectural components requirements engineering text mining techniques part-of-speech tagging Given the enormous growth and complexity of modern software systems, architectural design has become an essential concern for almost every software development project. One of the most challenging steps for designing the best architecture for a certain piece of software is the analysis of requirements, usually written in natural language by engineers not familiar with specific design formalisms. The Use Case Map (UCM) notation can be used to map requirements into proper design concerns, usually known as responsibilities. In this paper, we introduce an approach for mining candidate architectural responsibilities and components from textual descriptions of requirements using natural language processing (NLP) techniques, in order to relieve software designers of this complex and time-consuming task. High accuracy and precision rates achieved by applying part-of-speech (POS) tagging with domain rules and semantic clustering to textual requirement documents, suggest a great potential for providing assistance to software designers during early stages of development. Sociedad Argentina de Informática e Investigación Operativa Objeto de conferencia Objeto de conferencia http://creativecommons.org/licenses/by-nc-sa/4.0/ Creative Commons Attribution-NonCommercial-ShareAlike 4.0 International (CC BY-NC-SA 4.0) application/pdf 521-534
institution	Universidad Nacional de La Plata
institution_str	I-19
repository_str	R-120
collection	SEDICI (UNLP)
language	Inglés
topic	Ciencias Informáticas software design architectural responsibilities architectural components requirements engineering text mining techniques part-of-speech tagging
spellingShingle	Ciencias Informáticas software design architectural responsibilities architectural components requirements engineering text mining techniques part-of-speech tagging Casamayor, Agustín Godoy, Daniela Lis Campo, Marcelo Mining Architectural Responsibilities and Components from Textual Specifications Written in Natural Language
topic_facet	Ciencias Informáticas software design architectural responsibilities architectural components requirements engineering text mining techniques part-of-speech tagging
description	Given the enormous growth and complexity of modern software systems, architectural design has become an essential concern for almost every software development project. One of the most challenging steps for designing the best architecture for a certain piece of software is the analysis of requirements, usually written in natural language by engineers not familiar with specific design formalisms. The Use Case Map (UCM) notation can be used to map requirements into proper design concerns, usually known as responsibilities. In this paper, we introduce an approach for mining candidate architectural responsibilities and components from textual descriptions of requirements using natural language processing (NLP) techniques, in order to relieve software designers of this complex and time-consuming task. High accuracy and precision rates achieved by applying part-of-speech (POS) tagging with domain rules and semantic clustering to textual requirement documents, suggest a great potential for providing assistance to software designers during early stages of development.
format	Objeto de conferencia Objeto de conferencia
author	Casamayor, Agustín Godoy, Daniela Lis Campo, Marcelo
author_facet	Casamayor, Agustín Godoy, Daniela Lis Campo, Marcelo
author_sort	Casamayor, Agustín
title	Mining Architectural Responsibilities and Components from Textual Specifications Written in Natural Language
title_short	Mining Architectural Responsibilities and Components from Textual Specifications Written in Natural Language
title_full	Mining Architectural Responsibilities and Components from Textual Specifications Written in Natural Language
title_fullStr	Mining Architectural Responsibilities and Components from Textual Specifications Written in Natural Language
title_full_unstemmed	Mining Architectural Responsibilities and Components from Textual Specifications Written in Natural Language
title_sort	mining architectural responsibilities and components from textual specifications written in natural language
publishDate	2010
url	http://sedici.unlp.edu.ar/handle/10915/152946 http://39jaiio.sadio.org.ar/sites/default/files/39jaiio-asse-22.pdf
work_keys_str_mv	AT casamayoragustin miningarchitecturalresponsibilitiesandcomponentsfromtextualspecificationswritteninnaturallanguage AT godoydanielalis miningarchitecturalresponsibilitiesandcomponentsfromtextualspecificationswritteninnaturallanguage AT campomarcelo miningarchitecturalresponsibilitiesandcomponentsfromtextualspecificationswritteninnaturallanguage
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Mining Architectural Responsibilities and Components from Textual Specifications Written in Natural Language

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