论文标题
材料科学本体论设计与分析合成方面分析框架
Materials Science Ontology Design with an Analytico-Synthetic Facet Analysis Framework
论文作者
论文摘要
几乎每个学科的研究人员都试图利用本体论来了解知识发现和计算任务。然而，机器可读材料的数量有限。本文介绍的工作探讨了加速材料科学本体发展的加工，结构，属性和性能（PSPP）框架。我们通过创建气凝胶本体论和电池阴极本体论的案例研究，并展示了材料科学（HIVE4MAT）的帮助跨学科词汇工程师，作为显示PSPP关系的概念证明。该论文包括涵盖材料科学，PSPP框架和本体论方面的分析的背景背景。我们报告了我们的研究目标，方法，研究程序和结果。研究结果表明，PSPP框架提供了一个标题，可以帮助指导并可能加速本体论的发展。
Researchers across nearly every discipline seek to leverage ontologies for knowledge discovery and computational tasks; yet, the number of machine readable materials science ontologies is limited. The work presented in this paper explores the Processing, Structure, Properties and Performance (PSPP) framework for accelerating the development of materials science ontologies. We pursue a case study framed by the creation of an Aerogel ontology and a Battery Cathode ontology and demonstrate the Helping Interdisciplinary Vocabulary Engineer for Materials Science (HIVE4MAT) as a proof of concept showing PSPP relationships. The paper includes background context covering materials science, the PSPP framework, and faceted analysis for ontologies. We report our research objectives, methods, research procedures, and results. The findings indicate that the PSPP framework offers a rubric that may help guide and potentially accelerate ontology development.
