DebugIT: Ontology-mediated Layered Data Integration for Real-time Antibiotics Resistance Surveillance.
Daniel SchoberRémy ChoquetKristof DepraetereFrank EndersPhilipp DaumkeMarie-Christine JaulentDouglas TeodoroEmilie PascheChristian LovisMartin BoekerPublished in: SWAT4LS (2014)
Keyphrases
- data integration
- real time
- ontology alignment
- data exchange
- data sources
- databases
- data model
- ontology mapping
- data management
- query answering
- heterogeneous data
- data sharing
- global schema
- data warehouse
- data transformation
- domain ontology
- domain specific
- data cleaning
- domain knowledge
- query decomposition
- database schema
- data extraction
- biological data
- heterogeneous data sources
- biological databases
- scientific data management
- schema mappings
- knowledge representation
- linked data
- semantic web
- decision support system
- database integration
- semantic relationships
- desirable properties
- topic maps
- outlier detection
- schema matching
- query processing
- machine learning
- database