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Multi-level ontology-based conceptual modeling

机译:基于多层本体的概念建模

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摘要

Since the late 1980s, there has been a growing interest in the use of foundational ontologies to provide a sound theoretical basis for the discipline of conceptual modeling. This has led to the development of ontology-based conceptual modeling techniques whose modeling primitives reflect the conceptual categories defined in a foundational ontology. The ontology-based conceptual modeling language OntoUML, for example, incorporates the distinctions underlying the taxonomy of types in the Unified Foundational Ontology (UFO) (e.g., kinds, phases, roles, mixins, etc.). This approach has focused so far on the support to types whose instances are individuals in the subject domain, with no provision for types of types (or categories of categories). In this paper we address this limitation by extending the Unified Foundational Ontology with the MLT multi-level theory. The UFO-MLT combination serves as a foundation for conceptual models that can benefit from the ontological distinctions of UFO as well as MLT's basic concepts and patterns for multi-level modeling. We discuss the impact of the extended foundation to multi-level conceptual modeling.
机译:自1980年代后期以来,人们对使用基础本体为概念建模学科提供可靠的理论基础的兴趣日益浓厚。这导致了基于本体的概念建模技术的发展,其建模原语反映了基础本体中定义的概念类别。例如,基于本体的概念建模语言OntoUML结合了统一基础本体(UFO)中类型分类的基础区别(例如,种类,阶段,角色,混合等)。到目前为止,这种方法一直集中于对实例是主题领域中的个体的类型的支持,而没有规定类型的类型(或类别的类别)。在本文中,我们通过使用MLT多层次理论扩展统一基础本体来解决此限制。 UFO-MLT组合是概念模型的基础,可以从UFO的本体区别以及MLT的多层次建模的基本概念和模式中受益。我们讨论了扩展基础对多层概念建模的影响。

著录项

  • 来源
    《Data & Knowledge Engineering》 |2017年第5期|13-24|共12页
  • 作者单位

    Fed Univ Espirito Santo UFES, Ontol & Conceptual Modeling Res Grp NEMO, Vitoria, ES, Brazil|Fed Inst Espirito Santo IFES, Dept Informat, Res Grp Appl Informat, Colatina, ES, Brazil;

    Fed Univ Espirito Santo UFES, Ontol & Conceptual Modeling Res Grp NEMO, Vitoria, ES, Brazil;

    Fed Univ Espirito Santo UFES, Ontol & Conceptual Modeling Res Grp NEMO, Vitoria, ES, Brazil;

    Fed Univ Espirito Santo UFES, Ontol & Conceptual Modeling Res Grp NEMO, Vitoria, ES, Brazil|Free Univ Bozen Bolzano, Fac Comp Sci, Bolzano, Italy;

  • 收录信息 美国《科学引文索引》(SCI);美国《工程索引》(EI);
  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类
  • 关键词

    Ontology; Conceptual modeling; Multi-level modeling;

    机译:本体;概念建模;多层次建模;

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