Requirement prioritization based on non-functional requirement classification using hierarchy AHP

Win, Thant Zin and Rozlina, Mohamed and Jamaludin, Sallim (2020) Requirement prioritization based on non-functional requirement classification using hierarchy AHP. In: 6th International Conference on Software Engineering and Computer Systems, ICSECS 2019 , 25 - 27 September 2019 , Vistana Kuantan City Center, Kuantan, Pahang. pp. 1-11., 769 (1). ISSN 17578981

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Abstract

Requirement prioritization is a process in requirement engineering, which is a part of software development life cycle (SDLC). Requirement is prioritized due to constraints such as budget, time and resource allocation. Requirements of software is often classified as functional requirements (FR), and non-functional requirement (NFR). In order to produce a high-quality software, both requirement must be considered during requirement prioritization process. Various prioritization techniques have been invented, and Analytical Hierarchical Prioritization (AHP) is the most popular technique that has been cited. However, AHP does not support the NFR and unscalable. Meanwhile, Hierarchy-AHP has been introduced unto increase the scalability of AHP by using hierarchical requirements as input. Nevertheless, hierarchy-AHP does not meant for NFR and experimental result for increasing the scalability is not received significant attention. Thus, we intend to use NFR with large dataset on hierarchy-AHP. Aim of this paper is an exploration of hierarchy-AHP experimenting on RALIC dataset. Our major findings are: (i) NFR can be used hierarchy-AHP with minor process amendment, and (ii) hierarchy-AHP able to reduce pairwise comparison which is up to 97.33% for 403 number of requirements, compared to original AHP.

Item Type:	Conference or Workshop Item (Lecture)
Additional Information:	Indexed by Scopus
Uncontrolled Keywords:	Requirement prioritization; Pairwise comparison; Ralic dataset; Ahp; Hierarchy ahp; Non-functional requirement
Subjects:	Q Science > QA Mathematics > QA75 Electronic computers. Computer science Q Science > QA Mathematics > QA76 Computer software
Faculty/Division:	Faculty of Computing
Depositing User:	Pn. Hazlinda Abd Rahman
Date Deposited:	11 Jan 2021 02:54
Last Modified:	11 Jan 2021 02:54
URI:	http://umpir.ump.edu.my/id/eprint/28001
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