Inductive Logic Programming in Databases: From Datalog to DL+log.
Francesca A. LisiPublished in: Theory Pract. Log. Program. (2010)
Keyphrases
- inductive logic programming
- databases
- predicate invention
- expressive power
- logic programming
- first order logic
- ilp systems
- background knowledge
- relational learning
- logic programs
- refinement operators
- relational data mining
- statistical relational learning
- rule learning
- description logics
- knowledge discovery in databases
- deductive databases
- finite element mesh
- query answering
- machine learning
- relational databases
- knowledge discovery
- program synthesis
- database
- multi relational data mining
- database systems
- ontology languages
- knowledge base
- metadata
- data model
- data complexity
- data integration
- integrity constraints
- datalog programs
- multi relational
- rule learner
- query language
- programming language