FPSMining: A Fast Algorithm for Mining User Preferences in Data Streams.
Jaqueline A. J. PapiniSandra de AmoAllan Kardec S. SoaresPublished in: SBBD (Short Papers) (2013)
Keyphrases
- user preferences
- data streams
- continuous data streams
- stream mining
- multiple data streams
- itemsets
- data stream mining
- collaborative filtering
- recommender systems
- frequent itemsets
- mining data streams
- user behavior
- streaming data
- user profiles
- frequent closed itemsets
- stream data
- user feedback
- sliding window
- user interests
- concept drift
- user behaviour
- data mining
- sensor networks
- preference model
- web mining
- recommendation systems
- frequent patterns
- data sets
- high speed data streams
- user specific
- skyline queries
- orders of magnitude
- preference models
- text mining
- data mining methods
- domain specific