Factorizing personalized Markov chains for next-basket recommendation.
Steffen RendleChristoph FreudenthalerLars Schmidt-ThiemePublished in: WWW (2010)
Keyphrases
- markov chain
- personalized recommendation
- personalized information
- steady state
- finite state
- personalized services
- product recommendation
- collaborative filtering
- markov process
- monte carlo simulation
- monte carlo
- recommender systems
- random walk
- stochastic process
- recommendation systems
- transition probabilities
- markov model
- stationary distribution
- state space
- monte carlo method
- transition matrix
- markov processes
- user preferences
- user profiles
- personal preferences
- probabilistic automata
- confidence intervals
- assemble to order systems
- higher order