OWL Ontology Optimization using Constrained Multi-objective Genetic Algorithm for Reducing Load of Inference Enabled SPARQL Query Execution.
Naoki YamadaNaoki FukutaPublished in: JIST (Workshops & Posters) (2018)
Keyphrases
- multi objective genetic algorithm
- query execution
- query optimization
- owl ontologies
- query engine
- cost model
- query processing
- response time
- multiple objectives
- optimization method
- multi objective optimization
- database systems
- data warehouse
- range queries
- sparql queries
- execution plan
- optimal design
- query plan
- optimization strategies
- description logics
- semantic web
- data model
- semantic annotation
- optimization problems
- multi objective evolutionary algorithms
- optimization process
- optimization algorithm
- continuous queries
- control charts
- simulation model
- database
- production rules
- constrained optimization
- database schema
- rdf data
- data integration
- index structure
- knowledge based systems
- query language
- decision making
- databases
- data sets