TOWARDS A SYSTEMS ENGINEERING ONTOLOGY STACK

Joe Gregory, Alejandro Salado
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Abstract

Semantic Web Technologies (SWTs) provide an approach to the structuring and understanding of data. SWTs utilize ontologies, reasoners, and query languages to structure existing knowledge, validate knowledge, and infer new knowledge. Ontologies in particular play a central role in enabling reusability and interoperability between domains. A common way to organize ontologies and their dependencies is in a layered ontology stack. These layers often incorporate top-level, core and domain ontologies. Libraries of standard instances can also be used. Federating the conceptualization of a domain across upper- and lower-level ontologies improves the reusability of higher-level terminology in other domains, and therefore improves interoperability between them. The University of Arizona Ontology Stack (UAOS) is a layered, modular ontology stack that has been developed to support digital engineering activities at the University of Arizona. It is based on the Basic Formal Ontology (BFO), and currently comprises five core ontologies and 12 domain ontologies. The UAOS reuses existing ontologies and standards wherever possible. The core ontologies, for example, are based on the Common Core Ontologies, developed at CUBRC, and the Provenance Notation (PROV-N), a W3C standard. Domain ontologies include the System Architecture Ontology, based on ISO 42010, and the Orbits and Trajectories Ontology, based on CUBRC's Space Object Ontology. In this paper, we report on the development of the UAOS, present examples of how it has been used to support digital engineering research, discuss the challenges of integrating ontologies from multiple sources into a cohesive stack, and highlight topics of interest for future research.

实现系统工程本体堆栈
语义网技术(SWT)提供了一种构建和理解数据的方法。SWT 利用本体、推理器和查询语言来构建现有知识、验证知识和推断新知识。本体尤其在实现领域间的可重用性和互操作性方面发挥着核心作用。组织本体及其依赖关系的一种常见方式是分层本体堆栈。这些层通常包括顶层本体、核心本体和领域本体。也可以使用标准实例库。通过上层和下层本体将领域概念化联合起来,可以提高其他领域中上层术语的可重用性,从而提高它们之间的互操作性。亚利桑那大学本体堆栈(UAOS)是一个分层、模块化的本体堆栈,用于支持亚利桑那大学的数字工程活动。它以基本形式本体(BFO)为基础,目前包括五个核心本体和 12 个领域本体。UAOS 尽可能重用现有的本体和标准。例如,核心本体基于 CUBRC 开发的通用核心本体和 W3C 标准 Provenance Notation (PROV-N)。领域本体包括基于 ISO 42010 的系统架构本体和基于 CUBRC 空间对象本体的轨道和轨迹本体。在本文中,我们将报告 UAOS 的开发情况,举例说明如何利用 UAOS 支持数字工程研究,讨论将多个来源的本体集成到一个有内聚力的堆栈中所面临的挑战,并强调未来研究中值得关注的主题。
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