Requirement prioritization based on non-functional requirement classification using hierarchy analytic hierarchy process

This Requirement prioritization is the process in requirement engineering which in one stage in SDLC. Requirements engineering process aid to increase the excellence of software systems. Software system requirements are often classified as functional requirements (FR) or non-functional requirement (...

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Main Authors: Thant, Zin Win, Rozlina, Mohamed
Format: Conference or Workshop Item
Language:English
English
Published: Universiti Malaysia Pahang 2018
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Online Access:http://umpir.ump.edu.my/id/eprint/23209/1/111.%20Requirement%20prioritization%20based%20on%20non-functional%20requirement%20classification%20using%20hierarchy%20analytic%20hierarchy%20process.pdf
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spelling my.ump.umpir.232092019-07-15T03:49:47Z http://umpir.ump.edu.my/id/eprint/23209/ Requirement prioritization based on non-functional requirement classification using hierarchy analytic hierarchy process Thant, Zin Win Rozlina, Mohamed TK Electrical engineering. Electronics Nuclear engineering This Requirement prioritization is the process in requirement engineering which in one stage in SDLC. Requirements engineering process aid to increase the excellence of software systems. Software system requirements are often classified as functional requirements (FR) or non-functional requirement (NFR). To produce a high-quality software system, both functional and non-functional requirement must be considered during requirement prioritization process. Most of the existing requirement prioritization method is only considering functional requirements since but neglecting the effect of NFR on specified FR. The aim of this paper to propose requirement prioritization technique that embed the non-functional requirements using existing RALIC dataset. Implementation of this paper, RALIC dataset hierarchy (a) use pairwise comparison and consistency ratio check for accuracy. Classified the percentage of NFR for hierarchy (a). Hierarchy (a) pairwise comparison result of weights (a.1) was (0.60) which is highest prioritized. Classified the NFR for hierarchy (a) requirements was efficiency (60%), security was (31%) and usability was (11%). Efficiency was the highest in hierarchy (a). Oppositely, highest percentage of NFR for hierarchy (a to j) was Portability requirement (92%) from hierarchy (e). The finding, when make the pairwise comparison for hierarchy (a to j) requirements input was (15, 051), in contrast, hierarchically pairwise comparison for (a to j) requirements input was (403). Therefore, hierarchically comparison can be reduced the number of requirements (97.33 %). Universiti Malaysia Pahang 2018-08 Conference or Workshop Item PeerReviewed pdf en http://umpir.ump.edu.my/id/eprint/23209/1/111.%20Requirement%20prioritization%20based%20on%20non-functional%20requirement%20classification%20using%20hierarchy%20analytic%20hierarchy%20process.pdf pdf en http://umpir.ump.edu.my/id/eprint/23209/2/111.1%20Requirement%20prioritization%20based%20on%20non-functional%20requirement%20classification%20using%20hierarchy%20analytic%20hierarchy%20process.pdf Thant, Zin Win and Rozlina, Mohamed (2018) Requirement prioritization based on non-functional requirement classification using hierarchy analytic hierarchy process. In: The Fourth National Conference For Postgraduate Research (NCON-PGR), 28 – 29 August 2018 , Astaka Hall, UMP Gambang Kampus, Pahang. pp. 1-6.. (Unpublished)
institution Universiti Malaysia Pahang
building UMP Library
collection Institutional Repository
continent Asia
country Malaysia
content_provider Universiti Malaysia Pahang
content_source UMP Institutional Repository
url_provider http://umpir.ump.edu.my/
language English
English
topic TK Electrical engineering. Electronics Nuclear engineering
spellingShingle TK Electrical engineering. Electronics Nuclear engineering
Thant, Zin Win
Rozlina, Mohamed
Requirement prioritization based on non-functional requirement classification using hierarchy analytic hierarchy process
description This Requirement prioritization is the process in requirement engineering which in one stage in SDLC. Requirements engineering process aid to increase the excellence of software systems. Software system requirements are often classified as functional requirements (FR) or non-functional requirement (NFR). To produce a high-quality software system, both functional and non-functional requirement must be considered during requirement prioritization process. Most of the existing requirement prioritization method is only considering functional requirements since but neglecting the effect of NFR on specified FR. The aim of this paper to propose requirement prioritization technique that embed the non-functional requirements using existing RALIC dataset. Implementation of this paper, RALIC dataset hierarchy (a) use pairwise comparison and consistency ratio check for accuracy. Classified the percentage of NFR for hierarchy (a). Hierarchy (a) pairwise comparison result of weights (a.1) was (0.60) which is highest prioritized. Classified the NFR for hierarchy (a) requirements was efficiency (60%), security was (31%) and usability was (11%). Efficiency was the highest in hierarchy (a). Oppositely, highest percentage of NFR for hierarchy (a to j) was Portability requirement (92%) from hierarchy (e). The finding, when make the pairwise comparison for hierarchy (a to j) requirements input was (15, 051), in contrast, hierarchically pairwise comparison for (a to j) requirements input was (403). Therefore, hierarchically comparison can be reduced the number of requirements (97.33 %).
format Conference or Workshop Item
author Thant, Zin Win
Rozlina, Mohamed
author_facet Thant, Zin Win
Rozlina, Mohamed
author_sort Thant, Zin Win
title Requirement prioritization based on non-functional requirement classification using hierarchy analytic hierarchy process
title_short Requirement prioritization based on non-functional requirement classification using hierarchy analytic hierarchy process
title_full Requirement prioritization based on non-functional requirement classification using hierarchy analytic hierarchy process
title_fullStr Requirement prioritization based on non-functional requirement classification using hierarchy analytic hierarchy process
title_full_unstemmed Requirement prioritization based on non-functional requirement classification using hierarchy analytic hierarchy process
title_sort requirement prioritization based on non-functional requirement classification using hierarchy analytic hierarchy process
publisher Universiti Malaysia Pahang
publishDate 2018
url http://umpir.ump.edu.my/id/eprint/23209/1/111.%20Requirement%20prioritization%20based%20on%20non-functional%20requirement%20classification%20using%20hierarchy%20analytic%20hierarchy%20process.pdf
http://umpir.ump.edu.my/id/eprint/23209/2/111.1%20Requirement%20prioritization%20based%20on%20non-functional%20requirement%20classification%20using%20hierarchy%20analytic%20hierarchy%20process.pdf
http://umpir.ump.edu.my/id/eprint/23209/
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