Applying Machine Learning to Enhance Optimization Techniques for OWL Reasoning.
Razieh MehriVolker HaarslevPublished in: Description Logics (2017)
Keyphrases
- machine learning
- knowledge representation
- knowledge base
- open world
- semantic web
- expressive description logics
- machine learning methods
- ontology reasoning
- knowledge acquisition
- natural language processing
- reasoning systems
- support vector machine
- pattern recognition
- computer vision
- reasoning services
- owl dl
- machine learning algorithms
- learning algorithm
- description logics
- decision trees
- incomplete information
- explanation based learning
- qualitative reasoning
- automated reasoning
- reasoning tasks
- learning systems
- model selection
- text mining
- active learning
- evolutionary algorithm
- natural language
- web ontology language
- computational properties
- ontological reasoning
- reasoning process
- semantic web technologies
- optimization methods
- logic programming
- knowledge based systems
- case based reasoning
- data analysis
- computer science
- reinforcement learning
- feature selection