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Using static and dynamic impact analysis for effort estimation

机译:使用静态和动态影响分析进行工作量估算

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摘要

Change effort estimation is needed not only in software maintenance phase, but also in the software development phase. Many techniques have been developed to estimate required change effort for a particular change request. One of these techniques is impact analysis. One main challenge of this technique from a software development perspective is that the existence of inconsistent states of some software artefacts, i.e. some classes have completely developed and some of them partially developed. Therefore, this research proposes a new change effort estimation model that overcomes this challenge using a combination of static and dynamic analysis techniques. The results of this research are two-fold: (i) a new change effort estimation model using static and dynamic analysis techniques for software development phase; and (ii) demonstration of significant achievements of the approach via extensive experimental validation using several case studies.
机译:不仅在软件维护阶段,而且在软件开发阶段,都需要进行变更工作量估算。已经开发出许多技术来估计特定变更请求所需的变更工作量。这些技术之一是影响分析。从软件开发的角度来看,该技术的主要挑战是某些软件伪像存在不一致状态,即某些类已完全开发,而某些类已部分开发。因此,本研究提出了一种新的变更工作量估算模型,该模型使用静态和动态分析技术的组合克服了这一挑战。这项研究的结果有两个方面:(i)在软件开发阶段使用静态和动态分析技术的新变更工作量估计模型; (ii)通过使用多个案例研究进行广泛的实验验证,证明了该方法的重大成就。

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