Paths2Pair: Meta-path Based Link Prediction in Billion-Scale Commercial Heterogeneous Graphs.
Jinquan HangZhiqing HongXinyue FengGuang WangGuang YangFeng LiXining SongDesheng ZhangPublished in: KDD (2024)
Keyphrases
- link prediction
- graph mining
- bipartite graph
- heterogeneous networks
- network analysis
- random walk
- social networks
- graph kernels
- social network analysis
- real world networks
- complex networks
- topological features
- multi relational
- network structure
- biological networks
- community detection
- link structure
- entity resolution
- proximity measures
- pairwise
- graph data
- bipartite networks
- graph model
- supervised learning
- graph theory
- spectral clustering
- directed graph
- missing links
- collaborative filtering
- graph matching
- shortest path
- collective classification
- learning process
- link formation
- class discrimination