Domain Knowledge and Data Mining with Association Rules - A Logical Point of View.
Jan RauchPublished in: ISMIS (2012)
Keyphrases
- association rules
- data mining
- domain knowledge
- association rule mining
- data mining techniques
- knowledge discovery
- mining association rules
- association mining
- data mining algorithms
- rough sets
- association rules mining
- associative classification
- domain experts
- data mining methods
- frequent itemsets
- association rule discovery
- real world
- knowledge sources
- mining algorithm
- knowledge discovery in databases
- market basket data
- rule sets
- text mining
- quantitative association rules
- training data
- discovered rules
- data analysis
- transaction data
- data warehouse
- background knowledge
- apriori algorithm
- classification rules
- subgroup discovery
- rule discovery
- interestingness measures
- data preprocessing
- frequent itemset mining
- outlier detection
- domain theory
- association patterns
- data mining applications
- market basket analysis
- web mining
- data sets
- discovering association rules