Mining Shoppers Data Streams to Predict Customers Loyalty.
Vladimir NikulinTian-Hsiang HuangJian-De LuPublished in: ISKE (2015)
Keyphrases
- data streams
- customer satisfaction
- stream mining
- online shopping
- continuous data streams
- multiple data streams
- potential customers
- itemsets
- frequent itemsets
- data stream mining
- mining data streams
- sliding window
- streaming data
- closed frequent itemsets
- transactional data
- data mining
- mining algorithm
- sensor networks
- customer relationship management
- concept drift
- high speed data streams
- data sets
- data mining algorithms
- customer behavior
- frequent closed itemsets
- text mining
- service quality
- association rule mining
- switching costs
- customer retention
- web mining
- knowledge discovery
- customer preferences
- stream data mining
- concept drifting
- maximal frequent itemsets
- service providers
- data mining methods