Evolutionary Clustering in Description Logics: Controlling Concept Formation and Drift in Ontologies.
Nicola FanizziClaudia d'AmatoFloriana EspositoPublished in: DEXA (2008)
Keyphrases
- concept formation
- description logics
- evolutionary clustering
- dl lite
- knowledge representation
- ontology languages
- reasoning services
- semantic web
- knowledge base
- formal ontologies
- dl programs
- semantic web ontologies
- owl ontologies
- owl dl
- ontology based data access
- spectral clustering
- concept descriptions
- reasoning tasks
- biomedical ontologies
- data complexity
- machine learning
- query answering
- expert systems
- clustering algorithm
- knowledge acquisition
- artificial intelligence
- first order logic
- reasoning problems
- medical terminology
- description logic programs
- automated reasoning
- concept drift
- conjunctive queries
- expressive power
- knowledge based systems
- clustering method
- text classification
- natural language processing
- natural language