FairEGM: Fair Link Prediction and Recommendation via Emulated Graph Modification.
Sean CurrentYuntian HeSaket GurukarSrinivasan ParthasarathyPublished in: EAAMO (2022)
Keyphrases
- link prediction
- bipartite graph
- random walk
- graph mining
- collaborative filtering
- social graph
- link formation
- social networks
- social network analysis
- network analysis
- graph kernels
- multi relational
- complex networks
- community detection
- network structure
- location prediction
- directed graph
- proximity measures
- graph data
- topological features
- graph model
- link structure
- recommender systems
- entity resolution
- graph theory
- web graph
- heterogeneous networks
- recommendation systems
- social ties
- location based social networks
- factor graph model
- machine learning
- supervised learning
- bipartite networks
- pairwise