Personalized Transaction Kernels for Recommendation Using MCTS.
Maryam TavakolTobias JoppenUlf BrefeldJohannes FürnkranzPublished in: KI (2019)
Keyphrases
- personalized recommendation
- personalized information
- user modeling
- recommender systems
- personalized services
- product recommendation
- news recommendation
- collaborative filtering
- web personalization
- recommendation systems
- kernel function
- individual user
- information filtering
- personal preferences
- database
- user profiles
- e learning
- feature space
- context aware
- monte carlo tree search
- user interests
- information services
- concurrency control
- transaction model
- kernel methods
- user model
- support vector
- user profiling
- user preferences
- multiple kernel learning
- linear combination
- gaussian kernels
- point of sale
- social tags
- information overload
- user context
- user oriented
- kernel learning
- transaction processing
- gaussian processes
- user feedback
- mobile devices
- machine learning