This paper is devoted to the problems of ontology-based mathematical knowledge management and representation. The main attention is paid to the development of a formal model for the representation of mathematical statements in the Open Linked Data cloud. The proposed model is intended for applications that extract mathematical facts from natural language mathematical texts and represent these facts as Linked Open Data. The model is used in development of a new version of the OntoMath${}^{\mathrm{PRO}}$ ontology of professional mathematics is described. OntoMath${}^{\mathrm{PRO}}$ underlies a semantic publishing platform, that takes as an input a collection of mathematical papers in LaTeX format and builds their ontology-based Linked Open Data representation. The semantic publishing platform, in turn, is a central component of OntoMath digital ecosystem, an ecosystem of ontologies, text analytics tools, and applications for mathematical knowledge management, including semantic search for mathematical formulas and a recommender system for mathematical papers. According to the new model, the ontology is organized into three layers: a foundational ontology layer, a domain ontology layer and a linguistic layer. The domain ontology layer contains language-independent math concepts. The linguistic layer provides linguistic grounding for these concepts, and the foundation ontology layer provides them with meta-ontological annotations. The concepts are organized in two main hierarchies: the hierarchy of objects and the hierarchy of reified relationships.
翻译:本文致力于本体学为基础的数学知识管理和表示问题。主要关注于开放链接数据云中数学陈述的表示的形式模型的开发。所提出的模型旨在为从自然语言数学文本中提取数学事实并将这些事实表示为链接开放数据的应用程序服务。该模型用于描述OntoMath${}^{\mathrm{PRO}}$专业数学本体论新版本的开发,该本体论构建了一个基于本体的链接开放数据表示,以LaTeX格式的数学论文集为输入。语义出版平台是OntoMath数字生态系统的核心组件,该数字生态系统是包括本体论、文本分析工具和数学知识管理应用程序的生态系统,包括用于数学公式的语义搜索和用于数学论文的推荐系统。根据新模型,本体论分为三层:基础本体论层,域本体论层和语言层。域本体论层包含语言无关的数学概念。语言层为这些概念提供了语言基础,基础本体论层为这些概念提供了元本体论的注释。这些概念分为两个主要层次结构:对象层次结构和实关系层次结构。