PaGE-Link: Path-based Graph Neural Network Explanation for Heterogeneous Link Prediction.
Shichang ZhangJiani ZhangXiang SongSoji AdeshinaDa ZhengChristos FaloutsosYizhou SunPublished in: WWW (2023)
Keyphrases
- link prediction
- link structure
- random walk
- bipartite graph
- link formation
- neural network
- graph mining
- web graph
- heterogeneous networks
- social networks
- social network analysis
- link information
- link graph
- network analysis
- complex networks
- multi relational
- network structure
- proximity measures
- graph kernels
- directed graph
- community detection
- graph model
- supervised learning
- ranking algorithm
- graph theory
- topological features
- entity resolution
- web pages
- collaborative filtering
- graph data
- markov chain
- missing links
- path length
- neighborhood structure
- anchor text
- training set
- bipartite networks
- active learning