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...
| Main Authors: | , , |
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| Format: | Proceeding Paper |
| Language: | English English |
| Published: |
Institute of Electrical and Electronics Engineers Inc.
2016
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| Subjects: | |
| Online Access: | 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 |
| _version_ | 1848783390048780288 |
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| author | Bakar, Noor Hasrina Mohd Kasirun, Zarinah Salleh, Norsaremah |
| author_facet | Bakar, Noor Hasrina Mohd Kasirun, Zarinah Salleh, Norsaremah |
| author_sort | Bakar, Noor Hasrina |
| building | IIUM Repository |
| collection | Online Access |
| 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. |
| first_indexed | 2025-11-14T16:20:35Z |
| format | Proceeding Paper |
| id | iium-49037 |
| institution | International Islamic University Malaysia |
| institution_category | Local University |
| language | English English |
| last_indexed | 2025-11-14T16:20:35Z |
| publishDate | 2016 |
| publisher | Institute of Electrical and Electronics Engineers Inc. |
| recordtype | eprints |
| repository_type | Digital Repository |
| 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 Proceeding Paper 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 |
| spellingShingle | QA76 Computer software Bakar, Noor Hasrina Mohd Kasirun, Zarinah Salleh, Norsaremah Terms extractions: an approach for requirements reuse |
| title | 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_short | Terms extractions: an approach for requirements reuse |
| title_sort | terms extractions: an approach for requirements reuse |
| topic | QA76 Computer software |
| 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 |