Terms extractions: an approach for requirements reuse

Terms extractions: an approach for requirements reuse

This paper presents a solution to a requirements reuse problem that utilises natural language processing and information retrieval technique. We proposed a semi-automated approach to extract the software features from online software review to assist the process to reuse natural language requir...

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Bibliographic Details
Main Authors: Bakar, Noor Hasrina, Mohd Kasirun, Zarinah, Salleh, Norsaremah
Format: Conference or Workshop Item
Language:English
English
Published: Institute of Electrical and Electronics Engineers Inc. 2016
Subjects:
QA76 Computer software
Online Access:http://irep.iium.edu.my/49037/
http://irep.iium.edu.my/49037/
http://irep.iium.edu.my/49037/
http://irep.iium.edu.my/49037/1/49037_Terms%20extractions.pdf
http://irep.iium.edu.my/49037/2/49037_Terms%20extractions_SCOPUS.pdf
id iium-49037
recordtype eprints
spelling iium-490372017-10-19T02:33:19Z http://irep.iium.edu.my/49037/ Terms extractions: an approach for requirements reuse Bakar, Noor Hasrina Mohd Kasirun, Zarinah Salleh, Norsaremah QA76 Computer software This paper presents a solution to a requirements reuse problem that utilises natural language processing and information retrieval technique. We proposed a semi-automated approach to extract the software features from online software review to assist the process to reuse natural language requirements. We have conducted an experiment to compare the manual feature extraction versus the semi-automated feature extraction. We used compilations of software review from the Internet as a source of this extraction process. The extracted software features are compared against the features obtained manually by human and the evaluation results obtained in terms of time, precision, recall, and F-Measure indicate a promising result. Institute of Electrical and Electronics Engineers Inc. 2016-01-04 Conference or Workshop Item PeerReviewed application/pdf en http://irep.iium.edu.my/49037/1/49037_Terms%20extractions.pdf application/pdf en http://irep.iium.edu.my/49037/2/49037_Terms%20extractions_SCOPUS.pdf Bakar, Noor Hasrina and Mohd Kasirun, Zarinah and Salleh, Norsaremah (2016) Terms extractions: an approach for requirements reuse. In: 2nd International Conference on Information Science and Security (ICISS), 2015, 14th-16th December 2015, Seoul, Korea (South). http://ieeexplore.ieee.org/xpl/articleDetails.jsp?arnumber=7371034&newsearch=true&queryText=Terms%20extractions:%20an%20approach%20for%20requirements%20reuse 10.1109/ICISSEC.2015.7371034
repository_type Digital Repository
institution_category Local University
institution International Islamic University Malaysia
building IIUM Repository
collection Online Access
language English
English
topic QA76 Computer software
spellingShingle QA76 Computer software
Bakar, Noor Hasrina
Mohd Kasirun, Zarinah
Salleh, Norsaremah
Terms extractions: an approach for requirements reuse
description This paper presents a solution to a requirements reuse problem that utilises natural language processing and information retrieval technique. We proposed a semi-automated approach to extract the software features from online software review to assist the process to reuse natural language requirements. We have conducted an experiment to compare the manual feature extraction versus the semi-automated feature extraction. We used compilations of software review from the Internet as a source of this extraction process. The extracted software features are compared against the features obtained manually by human and the evaluation results obtained in terms of time, precision, recall, and F-Measure indicate a promising result.
format Conference or Workshop Item
author Bakar, Noor Hasrina
Mohd Kasirun, Zarinah
Salleh, Norsaremah
author_facet Bakar, Noor Hasrina
Mohd Kasirun, Zarinah
Salleh, Norsaremah
author_sort Bakar, Noor Hasrina
title Terms extractions: an approach for requirements reuse
title_short Terms extractions: an approach for requirements reuse
title_full Terms extractions: an approach for requirements reuse
title_fullStr Terms extractions: an approach for requirements reuse
title_full_unstemmed Terms extractions: an approach for requirements reuse
title_sort terms extractions: an approach for requirements reuse
publisher Institute of Electrical and Electronics Engineers Inc.
publishDate 2016
url http://irep.iium.edu.my/49037/
http://irep.iium.edu.my/49037/
http://irep.iium.edu.my/49037/
http://irep.iium.edu.my/49037/1/49037_Terms%20extractions.pdf
http://irep.iium.edu.my/49037/2/49037_Terms%20extractions_SCOPUS.pdf
first_indexed 2023-09-18T21:09:23Z
last_indexed 2023-09-18T21:09:23Z
_version_ 1777411150358511616

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