On the Impact of Automation and Trace-Enabling over the Quality of Model Transformations

V. Bollati, J. M. Vara, Álvaro Jiménez, E. Marcos
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Abstract

In the context of Model-Driven Engineering (MDE), the generation of traces can be automated using the implicit traceability relationships contained in any model transformation. Furthermore, if transformations were to be developed by adopting a model-based approach, they might benefit from the promised advantages of MDE in terms of a less costly software development while reducing the inherent complexity of coding them. Bearing these ideas in mind, in previous works we have introduced MeTAGeM-Trace, an EMF-based toolkit for the MDD of model transformations which supports trace generation. However, automation might have a negative impact on the quality of the products generated. To assess whether this is actually the case with MeTAGeM-Trace, this work presents the principal results of an experiment in which the quality of model transformations developed in different manners, including the use of MeTAGeM-Trace, are compared with the aim of evaluating the impact of automation and trace-enabling on the quality of model transformations.
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自动化和跟踪对模型转换质量的影响
在模型驱动工程(MDE)的上下文中,可以使用任何模型转换中包含的隐式跟踪关系自动生成跟踪。此外,如果转换是通过采用基于模型的方法来开发的,那么它们可能会受益于MDE所承诺的优势,即成本更低的软件开发,同时减少编码它们的固有复杂性。记住这些思想,在之前的工作中,我们已经介绍了MeTAGeM-Trace,这是一个基于emf的工具箱,用于支持跟踪生成的模型转换的MDD。然而,自动化可能会对生成的产品质量产生负面影响。为了评估这是否真的是MeTAGeM-Trace的情况,这项工作提出了一个实验的主要结果,其中以不同方式开发的模型转换的质量,包括使用MeTAGeM-Trace,与评估自动化和启用跟踪对模型转换质量的影响的目的进行了比较。
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