Terms extractions: an approach for requirements reuse

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).

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Abstract

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.

Item Type:	Conference or Workshop Item (Plenary Papers)
Additional Information:	3705/49037
Uncontrolled Keywords:	features extraction, software reuse, requirements engineering
Subjects:	Q Science > QA Mathematics > QA76 Computer software
Kulliyyahs/Centres/Divisions/Institutes (Can select more than one option. Press CONTROL button):	Kulliyyah of Information and Communication Technology > Department of Computer Science Kulliyyah of Information and Communication Technology > Department of Computer Science
Depositing User:	Puan Noor Hasrina Bakar
Date Deposited:	18 Jan 2016 15:18
Last Modified:	19 Oct 2017 10:33
URI:	http://irep.iium.edu.my/id/eprint/49037

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