You are what you consume: a bayesian method for personalized recommendations.
Konstantinos BabasGeorgios ChalkiadakisEvangelos TripolitakisPublished in: RecSys (2013)
Keyphrases
- bayesian methods
- personalized recommendation
- collaborative filtering
- recommender systems
- user interests
- gaussian processes
- model selection
- hyperparameters
- collaborative filtering recommendation
- bayesian framework
- user feedback
- user preferences
- machine learning
- recommendation systems
- web users
- recommendation algorithms
- machine learning methods
- information overload
- user profiles
- learning algorithm
- random sampling
- image retrieval
- support vector
- decision trees