VIKOR-based group decision-making method for software quality assessment

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Yue Z.L.; Yue C.; Peng X.H.; Wu W.

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Journal Paper

Paper Information

Journal: Iranian Journal of Fuzzy Systems Year:2023 | Volume:20 | Issue:1 Page(s): 53-70

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Information Journal Paper

Title

VIKOR-based group decision-making method for software quality assessment

Author(s)

Yue Z.L. | Yue C. | Peng X.H. | Wu W. | Issue Writer Certificate

Keywords

Extended VIKOR method

normalized projection

group decision-making

interval-valued intuitionistic fuzzy number

software quality assessment

Abstract

Software quality is an important research direction in software engineering domain, which is a multi-dimen-sional evaluation problem. The VIsekriterijumska optimizacija i KOmpromisno Resenje (VIKOR) technique is a comprehensive method for handing the multi-dimensional evaluation problems. The projection is commonly used to measure the closeness between two decision objects in decision science. However, two research questions are found in this work: (1) There is no specific concrete regret matrix in current VIKOR technique; (2) The existing projection measures are not always reasonable in interval-valued intuitionistic fuzzy setting. Two research gaps are filled systematically in this paper: (1) A specific concrete regret matrix is provided in this extended VIKOR-based group decision-making method; (2) A new normalized projection measure is provided in order to measure the closeness between two decision matrices. The decision procedures are also provided in this paper. A practical application to the software quality assessment is introduced. Some experimental comparisons are provided in order to illustrate the feasibility and practicability of introduced method.

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