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