Identifying vital nodes through augmented random walks on higher-order networks.
Yujie ZengYiming HuangXiao-Long RenLinyuan LüPublished in: CoRR (2023)
Keyphrases
- random walk
- average degree
- higher order
- directed graph
- network structure
- nodes of a graph
- proximity measures
- social networks
- markov chain
- link prediction
- pairwise
- small world
- transition probabilities
- markov random walk
- graph structure
- centrality measures
- flow graph
- higher order cliques
- spectral methods
- network size
- edge weights
- complex networks
- social network analysis
- markov random field
- graph structures
- small world networks
- phase transition
- scale free
- stationary distribution
- fully automated