Joint Personalized Markov Chains with social network embedding for cold-start recommendation.
Yijia ZhangZhenkun ShiWanli ZuoLin YueShining LiangXue LiPublished in: Neurocomputing (2020)
Keyphrases
- markov chain
- social networks
- steady state
- monte carlo
- transition probabilities
- finite state
- random walk
- markov process
- monte carlo method
- markov processes
- stationary distribution
- social network analysis
- markov model
- stochastic process
- network structure
- probabilistic automata
- state space
- monte carlo simulation
- link prediction
- transition matrix
- complex networks
- machine learning
- confidence intervals
- pattern matching
- user profiles
- search space
- optimal solution
- bayesian networks