SPMC: Socially-Aware Personalized Markov Chains for Sparse Sequential Recommendation.
Chenwei CaiRuining HeJulian J. McAuleyPublished in: IJCAI (2017)
Keyphrases
- markov chain
- personalized recommendation
- steady state
- personalized information
- markov process
- finite state
- markov model
- monte carlo
- transition probabilities
- stochastic process
- recommender systems
- collaborative filtering
- stationary distribution
- markov processes
- personalized services
- product recommendation
- random walk
- monte carlo method
- state space
- transition matrix
- recommendation systems
- monte carlo simulation
- probabilistic automata
- user preferences
- learning algorithm
- confidence intervals
- social networks