Bottom-Up Natural Language Processing Based Evaluation of the Fitness of UMLS as a Semantic Source for a Computer Interpretable Guidelines Ontology.
George DespotouIoannis KorkontzelosTheodoros N. ArvanitisPublished in: MedInfo (2021)
Keyphrases
- computer interpretable
- natural language processing
- domain ontology
- semi automatically
- semantic network
- semantic matching
- semantic web
- semantic relationships
- semantic information
- wordnet
- natural language
- knowledge representation
- semantic analysis
- free text
- semantic annotation
- semantic query
- domain specific
- semantic knowledge
- evolutionary algorithm
- semantic relations
- domain knowledge
- text mining
- semantic representation
- automatically generate
- semantic technologies
- semantically rich
- semantic web technologies
- genetic algorithm
- semi automatic
- machine learning
- ontology learning
- ontology driven
- ontology alignment
- semantic interoperability
- information extraction
- computational linguistics
- ontology mapping
- umls metathesaurus
- medical knowledge
- expert systems
- owl dl ontologies
- lexical resources
- modeling language
- knowledge base
- semantic similarity
- ontology matching
- knowledge acquisition
- co occurrence
- web pages
- artificial intelligence
- formal ontologies
- domain specific ontologies
- domain experts
- high level
- owl ontologies