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Software Requirements Classification using Natural Language Processing and SVD

by Mohammad Mahmoud Tarawneh
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International Journal of Computer Applications
Foundation of Computer Science (FCS), NY, USA
Volume 164 - Number 1
Year of Publication: 2017
Authors: Mohammad Mahmoud Tarawneh
10.5120/ijca2017913555

Mohammad Mahmoud Tarawneh . Software Requirements Classification using Natural Language Processing and SVD. International Journal of Computer Applications. 164, 1 ( Apr 2017), 7-12. DOI=10.5120/ijca2017913555

@article{ 10.5120/ijca2017913555,
author = { Mohammad Mahmoud Tarawneh },
title = { Software Requirements Classification using Natural Language Processing and SVD },
journal = { International Journal of Computer Applications },
issue_date = { Apr 2017 },
volume = { 164 },
number = { 1 },
month = { Apr },
year = { 2017 },
issn = { 0975-8887 },
pages = { 7-12 },
numpages = {9},
url = { https://ijcaonline.org/archives/volume164/number1/27445-2017913555/ },
doi = { 10.5120/ijca2017913555 },
publisher = {Foundation of Computer Science (FCS), NY, USA},
address = {New York, USA}
}
%0 Journal Article
%1 2024-02-07T00:10:02.555338+05:30
%A Mohammad Mahmoud Tarawneh
%T Software Requirements Classification using Natural Language Processing and SVD
%J International Journal of Computer Applications
%@ 0975-8887
%V 164
%N 1
%P 7-12
%D 2017
%I Foundation of Computer Science (FCS), NY, USA
Abstract

The software requirements specifications are usually written in natural language. As a result, it may cause the generation of various defects such as ambiguity, inconsistency or lack of readability. Techniques of natural language processing have been proposed to improve the specification of requirements for semi-automatic mode, but so far have not been widely adopted. Some researchers say the natural language processing is not mature enough to be applied in requirements engineering. However, several proposals have shown promising results. For example, making specifications written in natural language specifications written in formal specification languages ​​or extracting relevant domain knowledge such as concepts and relationships, from the specifications. This study introduces the relationship between Requirements Engineering and Natural Language Processing, NLP relevant trends are summarized and new research challenges are proposed to the community of RE

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Index Terms

Computer Science
Information Sciences

Keywords

Requirements engineering (RE) Classification Software Requirements Latent Semantic Analysis (LSA) Singular Value Decomposition (SVD)

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