Networked Inequality: Preferential Attachment Bias in Graph Neural Network Link Prediction.
Arjun SubramonianLevent SagunYizhou SunPublished in: CoRR (2023)
Keyphrases
- link prediction
- random walk
- bipartite graph
- neural network
- graph mining
- preferential attachment
- social networks
- small world
- complex networks
- degree distribution
- clustering coefficient
- network analysis
- social network analysis
- network structure
- link formation
- network evolution
- community detection
- graph theory
- biological networks
- link structure
- power law distribution
- directed graph
- collaborative filtering
- scale free
- supervised learning
- network properties
- path length
- online social networks
- power law
- graph theoretic
- markov chain
- web graph
- network model
- maximal cliques
- connected components
- structural properties