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Metamodel-Based Analysis of Domain-Specific Conceptual Modeling Methods

机译:基于元模型的领域特定概念建模方法分析

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Metamodels play a pivotal role in conceptual modeling as they manifest the abstraction level applied when creating conceptual models. Consequently, design decisions made by the metamodel developer determine utility, capabilities, and expressiveness of the conceptual modeling language - and eventually the created models. However, only limited research defines and applies metrics for analyzing the structure and capabilities of a metamodel, and eventually support the development of new metamodels. This not only concerns general-purpose modeling languages, but also domain-specific ones, which usually undergo shorter update cycles. The paper at hand introduces a generic analysis framework to syntactically analyze modeling languages. The framework is applied to 40 metamodels of domain-specific conceptual modeling languages (DSML). This research establishes a foundation to support metamodel development in the future. The contribution of this paper is threefold: (ⅰ) an analysis framework for conceptual modeling method metamodels is proposed, (ⅱ) results from applying this framework to 40 ADOxx-based DSML metamodels are presented, and (ⅲ) a human-based reasoning after comparison of these results with Ecore-based metamodels is conducted.
机译:元模型在概念建模中起着举足轻重的作用,因为它们体现了创建概念模型时所应用的抽象级别。因此,由元模型开发人员做出的设计决策将确定概念建模语言的效用,功能和表现力-最终确定所创建的模型。但是,只有有限的研究定义和应用度量标准来分析元模型的结构和功能,并最终支持新元模型的开发。这不仅涉及通用建模语言,而且还涉及特定领域的语言,后者通常需要较短的更新周期。本文介绍了一个通用的分析框架,以句法分析建模语言。该框架被应用于特定领域概念建模语言(DSML)的40个元模型。该研究为将来支持元模型开发奠定了基础。本文的贡献是三方面的:(ⅰ)提出了一种概念建模方法元模型的分析框架,(ⅱ)将该框架应用于40个基于ADOxx的DSML元模型的结果,以及(ⅲ)进行了基于人的推理之后将这些结果与基于Ecore的元模型进行比较。

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