An I/O-Efficient Disk-based Graph System for Scalable Second-Order Random Walk of Large Graphs.
Hongzheng LiYingxia ShaoJunping DuBin CuiLei ChenPublished in: Proc. VLDB Endow. (2022)
Keyphrases
- random walk
- directed graph
- average degree
- web graph
- hyper graph
- nodes of a graph
- spectral methods
- link prediction
- flow graph
- adjacency matrix
- graph structure
- markov chain
- graph structures
- markov random walk
- graph mining
- graph theory
- graph clustering
- graph matching
- bipartite graph
- graph laplacian
- undirected graph
- weighted graph
- higher order
- transition probability matrix
- multi db
- graph model
- graph construction
- graph representation
- graph databases
- graph partitioning
- heat kernel
- proximity measures
- edge weights