We use a phrase-based topic model approach (topmine) and formal topical concept analysis on unstructured text in this domain to suggest additional concepts and axioms for the ontology that should be validated by a domain expert.
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Li H, Armiento R, Lambrix P, A Method for Extending Ontologies with Application to the Materials Science Domain, Data Science Journal, 18(1):Article 50, 2019. published version
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Abd Nikooie Pour M, Li H, Armiento R, Lambrix P, A First Step towards Extending the Materials Design Ontology, ESWC Workshop on Domain Ontologies for Research Data Management in Industry Commons of Materials and Manufacturing - DORIC-MM 2021, 1-11, Virtual Workshop, 2021. post-print
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Abd Nikooie Pour M, Li H, Armiento R, Lambrix P, A First Step towards a Tool for Extending Ontologies, 6th International Workshop on Visualization and Interaction for Ontologies and Linked Data, Virtual Workshop, 2021. post-print