Identifying vital nodes through augmented random walks on higher-order networks.
Yujie ZengYiming HuangXiao-Long RenLinyuan LüPublished in: Inf. Sci. (2024)
Keyphrases
- random walk
- average degree
- higher order
- directed graph
- network structure
- nodes of a graph
- link prediction
- proximity measures
- network analysis
- higher order cliques
- markov chain
- network size
- pairwise
- phase transition
- social networks
- graph structure
- transition probabilities
- stationary distribution
- spectral methods
- shortest path
- small world networks
- small world
- flow graph
- markov random walk
- text mining
- edge weights
- markov random field
- transition probability matrix