Semi-Automated Classification of Arabic User Requirements into Functional and Non-Functional Requirements using NLP Tools
| dc.contributor.author | Shehadeh, Karmel | |
| dc.contributor.author | Arman, Nabil | |
| dc.contributor.author | Khamayseh, Faisal | |
| dc.date.accessioned | 2022-01-18T11:13:58Z | |
| dc.date.accessioned | 2022-05-22T08:56:32Z | |
| dc.date.available | 2022-01-18T11:13:58Z | |
| dc.date.available | 2022-05-22T08:56:32Z | |
| dc.date.issued | 2021-07-14 | |
| dc.description.abstract | Functional and non-functional requirements are equally important in software engineering. Both of them are mixed together within the same software requirement document. Usually, they are expressed in natural languages. So, a lot of human effort is required to classify them. Software requirements classification is a challenging task. Requirements classification can help developers to deliver quality software that meets users' expectations completely. In this paper, we present a Semi-Automated classification approach of Arabic functional and non-functional requirements using a natural language processing (NLP) tool. We propose a set of heuristics based on basic constructs of Arabic sentences in order to extract information from Arabic software requirements to classify the requirements into functional and non-functional requirements. This research aims to help software engineers by reducing the cost and time required in performing manual classification of software requirements. | en_US |
| dc.identifier.citation | Semi-Automated Classification of Arabic User Requirements into Functional and Non-Functional Requirements using NLP Tools K Shehadeh, N Arman, F Khamayseh - 2021 International Conference on Information …, 2021 | en_US |
| dc.identifier.issn | 20945378 | |
| dc.identifier.uri | http://localhost:8080/xmlui/handle/123456789/8428 | |
| dc.language.iso | en | en_US |
| dc.publisher | IEEE | en_US |
| dc.relation.ispartofseries | ICIT/IEEE DOI: 10.1109/ICIT52682.2021.9491698;58 | |
| dc.subject | Requirements Classification , Automated Software Engineering , NLP Tools , Functional Requirements , Non-Functional Requirements | en_US |
| dc.title | Semi-Automated Classification of Arabic User Requirements into Functional and Non-Functional Requirements using NLP Tools | en_US |
| dc.type | Article | en_US |