Using Markov Chains for Link Prediction in Adaptive Web Sites.
Jianhan ZhuJun HongJohn G. HughesPublished in: Soft-Ware (2002)
Keyphrases
- link prediction
- markov chain
- adaptive web sites
- random walk
- ai community
- website
- network analysis
- transition probabilities
- bipartite graph
- steady state
- social networks
- social network analysis
- finite state
- state space
- graph mining
- markov model
- stationary distribution
- markov process
- complex networks
- link structure
- stochastic process
- community detection
- transition matrix
- markov processes
- network structure
- directed graph
- topological features
- artificial intelligence
- missing links
- random numbers
- supervised learning
- probabilistic automata
- collaborative filtering