Recommendation as a Stochastic Sequential Decision Problem.
Ronen I. BrafmanDavid HeckermanGuy ShaniPublished in: ICAPS (2003)
Keyphrases
- decision problems
- influence diagrams
- decision model
- optimal policy
- computational complexity
- utility function
- np hard
- collaborative filtering
- decision processes
- recommender systems
- optimal strategy
- bayesian decision problems
- user preferences
- recommendation systems
- np complete
- sequential decision making
- stochastic processes
- graphical models
- pspace complete
- integrity constraints
- sensitivity analysis
- stochastic process
- bandit problems
- multicriteria decision