Building industrial-scale real-world recommender systems.
Xavier AmatriainPublished in: RecSys (2012)
Keyphrases
- recommender systems
- real world
- data sets
- collaborative filtering
- wide range
- case study
- small scale
- synthetic data
- user profiling
- scale invariant
- industrial applications
- real life
- data mining
- user preferences
- cold start problem
- information filtering
- trust aware
- cold start
- synthetic datasets
- recommendation systems
- real time
- image structure
- user model
- user profiles
- association rules
- expert systems
- image segmentation
- artificial intelligence
- learning algorithm