論文 Structuring Superconductor Data with Ontology: Reproducing Historical Datasets as Knowledge

Masashi Ishii SAMURAI ORCID (Center for Basic Research on Materials, National Institute for Materials Science (NIMS)) ; Koichi Sakamoto (Center for Basic Research on Materials, National Institute for Materials ScienceROR)

コレクション

引用
Masashi Ishii, Koichi Sakamoto. Structuring Superconductor Data with Ontology: Reproducing Historical Datasets as Knowledge. Science and Technology of Advanced Materials: Methods. 2023, 3 (1), 2223051-2223051. https://doi.org/10.1080/27660400.2023.2223051

説明:

(abstract)

Applying historical human-readable databases to recent data-driven science is a natural concept. However, this cannot be realized by simply converting a database into a tabular format because the meaning of each table column and the relationships between columns need to be rewritten in a machine-readable format. In particular, eliminating implicit notations that can only be understood by experts in the fields covered by each database and making them machine-readable under a unified academic system is necessary when integrating data across fields with a view to solving specific social issues and social implementation. In this study, we constructed a superconducting materials ontology for SuperCon, a legacy superconductor database that was recently republished as a datasheet, based on the well-known Basic Formal Ontology (BFO) top ontology, and designed a schema for material composition, structure, properties, and processes, among others. Using this schema, we constructed and published the Resource Description Framework (RDF) for each instance in the SuperCon datasheet. We also discuss the machine-readable format of data common to materials science discovered in this process.

権利情報:

キーワード: ontology, RDF, SuperCon, superconducting material, knowledge base

刊行年月日: 2023-12-31

出版者: Informa UK Limited

掲載誌:

  • Science and Technology of Advanced Materials: Methods (ISSN: 27660400) vol. 3 issue. 1 p. 2223051-2223051

研究助成金:

  • MEXT JPMXP1122715503 (Digital Transformation Initiative Center for Magnetic Materials)

原稿種別: 出版者版 (Version of record)

MDR DOI:

公開URL: https://doi.org/10.1080/27660400.2023.2223051

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更新時刻: 2024-01-05 22:11:32 +0900

MDRでの公開時刻: 2023-07-04 13:30:17 +0900

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ファイル名 Structuring superconductor data with ontology reproducing historical datasets as knowledge bases.pdf (サムネイル)
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ファイル名 Schema.pdf
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