A survey on knowledge representation in materials science and engineering: An ontological perspective
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The possible roles of materials ontology are defined in a hierarchical structure.

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The comparison criteria for materials ontologies are proposed.

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The most widely referred nine ontologies are reviewed.

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We compare the reviewed ontologies by the proposed comparison criteria and roles.

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The future challenges of materials ontology are presented.

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