Mining Propositional Knowledge Bases to Discover Multi-level Rules.
Debbie RichardsUsama MalikPublished in: Revised Papers from MDM/KDD and PAKDD/KDMCD (2002)
Keyphrases
- knowledge base
- rule mining
- association rule mining
- positive and negative association rules
- association rule discovery
- interesting association rules
- association rules
- production rules
- inference engine
- weighted association rules
- mining association rules
- peculiarity oriented mining
- fuzzy association rules
- indirect association
- rule generation
- propositional logic
- discovered patterns
- episode rules
- domain experts
- rule discovery
- horn clauses
- apriori algorithm
- reveal interesting
- mining algorithm
- description logics
- background knowledge
- knowledge based systems
- frequent patterns
- knowledge sources
- rule sets
- pattern mining
- expert systems
- generalized association rules
- knowledge discovery
- propositional knowledge base
- knowledge representation
- text mining
- itemsets
- frequent itemsets
- possibilistic logic
- decision rules
- web mining
- sequential patterns
- data mining
- knowledge engineers
- interesting rules
- knowledge acquisition
- data mining algorithms
- first order logic
- domain knowledge
- interesting patterns
- decision trees