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Primjena teorije sivih sustava na kvalitetu softverskih projekata

机译:灰色系统理论在软件项目质量中的应用

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摘要

The aim of this work is the identification of software project quality performance measures that would enable valid comparison and ranking of the completed projects. Software projects can be characterized by a set of influence factors. A subset of the influence factors is relevant for software project quality. In order to predict and determine the ranking of software projects by their success, and thus present a valid software project quality performance measure, we employ Grey system theory. Grey relational analysis is a kind of method which enables determination of the relational degree of every factor in the system. The method can be used for systems that are incompletely described with relatively few data available, and for which standard statistical assumptions are not satisfied. Relational degree between seven relevant software project quality influence factors is calculated for a set of ten software projects. The results demonstrate the usefulness and applicability of the Grey system theory in software project quality assessment.
机译:这项工作的目的是确定软件项目质量绩效指标,从而可以对完成的项目进行有效的比较和排名。软件项目可以通过一系列影响因素来表征。影响因素的子集与软件项目质量有关。为了通过软件项目的成功预测和确定软件项目的排名,从而提出有效的软件项目质量绩效指标,我们采用了灰色系统理论。灰色关联分析是一种可以确定系统中各个因素的关联度的方法。该方法可用于不完整描述的系统,其中可用数据相对较少,并且不满足标准统计假设。针对一组十个软件项目,计算了七个相关软件项目质量影响因素之间的关联度。结果证明了灰色系统理论在软件项目质量评估中的实用性和适用性。

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