Disentangling Node Attributes from Graph Topology for Improved Generalizability in Link Prediction.
Ayan ChatterjeeRobin WaltersGiulia MenichettiTina Eliassi-RadPublished in: CoRR (2023)
Keyphrases
- link prediction
- random walk
- bipartite graph
- graph mining
- directed graph
- graph clustering
- social network analysis
- topological features
- graph structure
- link formation
- social networks
- complex networks
- network analysis
- edge weights
- graph kernels
- multi relational
- graph theory
- undirected graph
- small world
- link structure
- network structure
- graph model
- collaborative filtering
- missing links
- proximity measures
- entity resolution
- supervised learning
- heterogeneous networks
- community detection
- degree distribution
- social ties
- path length
- structured data
- weighted graph
- web graph
- factor graph model
- markov chain
- network topology
- training data
- machine learning