Machine Learning and Constraint Programming for Relational-To-Ontology Schema Mapping.
Diego de UñaNataliia RümmeleGraeme GangePeter SchachtePeter J. StuckeyPublished in: IJCAI (2018)
Keyphrases
- constraint programming
- schema mappings
- machine learning
- database schema
- data exchange
- data integration
- combinatorial problems
- constraint satisfaction problems
- knowledge representation
- domain ontology
- machine learning or data mining
- machine learning and data mining
- query answering
- constraint propagation
- constraint satisfaction
- global constraints
- symmetry breaking
- data model
- object oriented
- high level specifications
- domain knowledge
- relational databases
- integrity constraints
- data mining
- finite domain
- inductive logic programming
- knowledge base
- semantic information
- databases
- data complexity
- database
- constraint networks
- arc consistency
- xml schema
- relational data
- search algorithm
- knowledge discovery