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Fuzzy Multicriteria Analysis for Selecting Information Systems Projects

机译:信息系统项目选择的模糊多准则分析

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This paper presents a fuzzy multicriteria analysis approach for effectively solving the information systems project selection problem. To adequately handle the multi-dimensional nature of the selection process, the multicriteria analysis methodology is applied. To effectively model the inherent subjectiveness and imprecision, linguistic variables approximated by fuzzy numbers are used. To greatly reduce the cognitive demanding on the decision maker, the pairwise comparison technique is adopted. To avoid the complicated and unreliable process of comparing and ranking fuzzy utilities, the concept of the degree of dominance between alternatives is introduced for calculating an overall performance index for every alternative IS project across all criteria. An example is presented for demonstrating the applicability of the proposed approach for effectively addressing the IS project selection problem.
机译:本文提出了一种模糊多准则分析方法,可以有效地解决信息系统项目的选择问题。为了充分处理选择过程的多维性质,应用了多准则分析方法。为了有效地建模固有的主观性和不精确性,使用了由模糊数近似的语言变量。为了大大降低决策者的认知要求,采用了成对比较技术。为了避免比较和排序模糊效用的复杂且不可靠的过程,引入了备选方案之间的支配度的概念,以计算所有准则下每个备选IS项目的总体绩效指标。给出了一个例子,以说明所提出的方法可有效解决IS项目选择问题的适用性。

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