On Evaluating Multi-level Modeling
On Evaluating Multi-level Modeling
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关于评估多层次建模
DOI：
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发表时间：
2020
期刊：
影响因子：
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通讯作者：
Thomas Kühne
中科院分区：
文献类型：
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作者：
C. Atkinson;Thomas Kühne
多层次建模正受到越来越多的关注，其活跃的研究社区正在继续取得进展。然而，为了有效地推进这一学科，有必要提高行业采用率，并实现更好的社区凝聚力。我们认为，解决这两个挑战的关键是促进在有意义的客观评估的基础上，在多层次建模领域创造更多的比较。在这份立场文件中，我们提供了我们的观点，什么是有意义的评估，并讨论了一些问题，在获得它们，同时提出了一个广泛的概述现有的多层次建模评估。特别是，我们强调理解和管理内部和外部质量之间的差异的重要性。
Multi-Level Modeling is receiving increasing levels of interest and its active research community is continuing to make progress. However, to advance the discipline effectively it is necessary to increase industry adoption and achieve better community cohesion. We believe that the key to addressing both these challenges is to promote the creation of more comparisons in the multi-level modeling field based on meaningful objective evaluations. In this position paper, we provide our view on what constitutes meaningful evaluations and discuss some of the issues involved in obtaining them, while presenting a broad overview of existing multi-level modeling evaluations. In particular, we emphasize the importance of understanding and managing the difference between internal and external qualities.