Data preparation for KDD through automatic reasoning based on description logic.
Juan Alfonso LaraDavid LizcanoMaría-Aurora MartínezJuan PazosPublished in: Inf. Syst. (2014)
Keyphrases
- description logics
- data preparation
- knowledge discovery in databases
- reasoning tasks
- reasoning problems
- reasoning systems
- knowledge base
- computational properties
- reasoning mechanism
- knowledge representation
- reasoning services
- knowledge discovery
- computing least common subsumers
- knowledge discovery and data mining
- data mining
- owl dl
- number restrictions
- ontology reasoning
- semantic web ontologies
- data analysis
- dl lite
- knowledge representation languages
- semantic web
- description logic programs
- automated reasoning
- machine learning
- inductive logic programming
- ontology languages
- preprocessing
- snomed ct
- web usage mining
- data mining techniques
- data quality