Text-to-Ontology Mapping via Natural Language Processing with Application to Search for Relevant Ontologies in Catalysis - Korel, Lukáš; Yorsh, Uladzislau; Behr, Alexander S.; Kockmann, Norbert; Holeňa, Martin (Computers (Basel), 2023)
Keywords: Artificial neural networks; Automation; Catalysis; Classifiers; Cognition & reasoning; Domains; Formal specifications; Gaussian process; Knowledge representation; Language; Machine learning; Mapping; Matching; Multilayer perceptrons; Natural language processing; Neural networks; Ontology; Research data management; Subject specialists; Support vector machines; Taxonomy; text classification; text data; text preprocessing; text representation learning; Texts; Transformers; Vector spaces; Web Ontology Language-OWL