PeerJ · 2018 · 12 citations · 36 references
ComputingBiomedical InformaticsComputer ScienceBiomedical Text MiningDatabasesKnowledge RepresentationAnnotationKnowledge AnnotationOntology EngineeringSemantic AnnotationSemantic NetworksSemantic SearchAutomatic AnnotationBiomedical Knowledge GraphsBiomedical OntologiesBiomedical Ontology EngineeringLinked Data OntologiesQuery Language DesignScientific Literature MiningUse Cases
A significant portion of biomedical literature is represented in a manner that makes it difficult for consumers to find or aggregate content through a computational query. One approach to facilitate reuse of the scientific literature is to structure this information as linked data using standardized web technologies. In this paper we present the second version of Biotea, a semantic, linked data version of the open-access subset of PubMed Central that has been enhanced with specialized annotation pipelines that uses existing infrastructure from the National Center for Biomedical Ontology. We expose our models, services, software and datasets. Our infrastructure enables manual and semi-automatic annotation, resulting data are represented as RDF-based linked data and can be readily queried using the SPARQL query language. We illustrate the utility of our system with several use cases. Our datasets, methods and techniques are available at http://biotea.github.io.
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Gene Ontology: tool for the unification of biology
Michael Ashburner, Catherine A. Ball, Judith A. Blake et al. · Nature Genetics · 2000 · 44.6K citations · Full text
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The Reactome pathway Knowledgebase
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Nucleic Acids Research · 2016 · 4.7K citations · Full text