Differential Causal Rules Mining in Knowledge Graphs.
Lucas SimonneNathalie PernelleFatiha SaïsRallou ThomopoulosPublished in: K-CAP (2021)
Keyphrases
- knowledge discovery
- logical rules
- data mining techniques
- discovered knowledge
- domain knowledge
- knowledge base
- domain experts
- knowledge extraction
- actionable knowledge
- background knowledge
- knowledge acquisition
- meta rules
- association rule mining
- expert knowledge
- relevant knowledge
- logic rules
- rule mining
- production rules
- domain specific knowledge
- graph theory
- data mining
- classification rules
- human experts
- graph structure
- causal models
- mining association rules
- graph matching
- procedural knowledge
- web mining
- causal links
- interesting association rules
- prior knowledge
- pattern mining
- rule sets
- temporal events
- knowledge sources
- data mining process
- mining algorithm