Semi-Automated Classification of Arabic User Requirements into Functional and Non-Functional Requirements using NLP Tools
| dc.contributor.author | Arman, Nabil | |
| dc.date.accessioned | 2022-01-18T11:12:36Z | |
| dc.date.accessioned | 2022-05-22T08:55:57Z | |
| dc.date.available | 2022-01-18T11:12:36Z | |
| dc.date.available | 2022-05-22T08:55:57Z | |
| dc.date.issued | 2021-07-15 | |
| 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.uri | http://localhost:8080/xmlui/handle/123456789/8418 | |
| dc.language.iso | en_US | en_US |
| dc.publisher | The 10th International Conference on Information Technology (ICIT 2021), | en_US |
| 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 |