Mining a stream of transactions for customer patterns.
Diane LambertJosé C. PinheiroPublished in: KDD (2001)
Keyphrases
- transactional data
- data streams
- transaction databases
- transaction data
- transactional databases
- customer behavior
- frequent patterns
- pattern mining
- credit card
- sequential patterns
- mining patterns
- pattern discovery
- interesting patterns
- event streams
- continuous data streams
- text streams
- data mining techniques
- mining algorithm
- mining frequent itemsets
- emerging patterns
- stream mining
- database
- multiple data streams
- frequent pattern mining
- sliding window
- text mining
- mining frequent
- indirect association
- mining association rules
- repeating patterns
- electronic commerce
- itemsets
- generalized association rules
- concise representation
- closed frequent itemsets
- real time
- periodic patterns
- association patterns
- graph patterns
- stream data
- previously unknown
- streaming data
- closed patterns
- stream processing
- event sequences
- clickstream data
- data mining
- customer transactions
- mining of frequent itemsets