一种语义方法来将来源本体学映射到基本形式本体学
Tim Prudhomme1,2, Giacomo De Colle3,4, Austin Liebers3,4
1National Center for Ontological Research, Buffalo, NY, USA. tmprdh@gmail.com.
Scientific data
|February 17, 2025
概括
本研究介绍了PROV-O和BFO之间的实体学对齐,以提高数据互操作性. 这些调整增强了可查找,可访问,可互操作和可重复使用 (FAIR) 数据原则.
科学领域:
- 语义网络技术 语义网络技术
- 本体学 工程学 工程学
- 数据互操作性数据互操作性
背景情况:
- 来源本体 (PROV-O) 是一个W3C标准,用于结构化来源数据.
- 基本形式本体学 (BFO) 是一个ISO/IEC标准,用于构建科学本体学.
- 在PROV-O和BFO及其扩展之间存在互操作性挑战.
研究的目的:
- 开发一种用于映射和对准PROV-O和BFO的方法.
- 增强这些基础本体学之间的语义和逻辑互操作性.
- 通过改进的本体学集成来支持FAIR数据原则.
主要方法:
- 基于语义和逻辑标准,开发了一种映射方法和一组本体学对齐.
- 用PROV-O实例来评估对准的逻辑一致性.
- 使用SPARQL查询来确定不符合对齐标准的术语.
主要成果:
- 建立了一个强大的方法来调整PROV-O和BFO.
- 实体学对齐被验证为逻辑一致性和遵守标准.
- 这项工作支持将来源数据整合到更广泛的科学本体学中.
结论:
- 本文所介绍的实体学调整显著提高了PROV-O和BFO之间的互操作性.
- 这种整合有助于在科学数据管理中应用FAIR数据原则.
- 该方法为与BFO和PROV-O.O.对准其他域本体学的基础提供了基础.
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