A random walk sampling on knowledge graphs for semantic-oriented statistical tasks.
Xiaoliang XuQifan HongYuxiang WangJiahui JinXinle XuanTao FuPublished in: Data Knowl. Eng. (2022)
Keyphrases
- random walk
- directed graph
- hyper graph
- spectral methods
- web graph
- average degree
- semantic information
- transition probabilities
- markov chain
- transition probability matrix
- graph model
- link prediction
- flow graph
- semantic web
- markov random walk
- graph mining
- graph clustering
- graph structure
- multi db
- bayesian networks
- nodes of a graph