An Ontology Framework for Generating Requirements Specification

Citation

Yanuarifiani, Amarilis Putri and Chua, Fang Fang and Chan, Gaik Yee (2020) An Ontology Framework for Generating Requirements Specification. International Journal on Advanced Science, Engineering and Information Technology (IJASEIT), 10 (3). p. 1137. ISSN 2088-5334

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Abstract

Requirements engineering is the initial process of software development that critically determines the overall software process quality. However, this process is error-prone. This is generally related to the factors of communication, knowledge, and documentation. With the lack of business knowledge, it is complicated for (technical) engineers to define customer needs. Also, modeling and documenting requirements need much time and effort to ensure that the requirements are valid, and nothing is missed. The current approach of the requirements modeling process mostly focuses on the Unified Modeling Notation (UML) use case, that not provide enough information for a stakeholder to define system requirements. The generated SRS is still lack of detail development guideline that increase risk of development error. The purpose of this research is to guide for the elicitation process to avoid missing and mismatch requirements, and to make the modeling and documentation process more effective and efficient. We propose an ontology framework for generating requirements specification. This framework, namely the Rule-Based Ontology Framework (ROF) consists of two main processes: First, requirements elicitation. This step provides a guideline for the stakeholder to define system requirements based on the problem of the current system and business process enhancement. Based on this final requirement list, the requirements ontology is generated. Second, the auto-generation of the requirements specification document. The document consists of semi-formal modeling and natural language. In this research, we use Business Process Modeling Notation (BPMN) is a modeling language. For natural language documents, we use IEEE for the SRS template.

Item Type: Article
Uncontrolled Keywords: Ontologies (Information retrieval), requirements elicitation, requirements engineering, ontology, Business Process Modeling Notation (BPMN)
Subjects: Q Science > Q Science (General) > Q300-390 Cybernetics
Divisions: Faculty of Computing and Informatics (FCI)
Depositing User: Ms Rosnani Abd Wahab
Date Deposited: 16 Dec 2020 08:08
Last Modified: 16 Dec 2020 08:08
URII: http://shdl.mmu.edu.my/id/eprint/7872

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