Scientific Discovery as Link Prediction in Influence and Citation Graphs.
Fan LuoMarco Antonio Valenzuela-EscárcegaGus Hahn-PowellMihai SurdeanuPublished in: TextGraphs@NAACL-HLT (2018)
Keyphrases
- link prediction
- scientific discovery
- graph mining
- bipartite graph
- random walk
- social networks
- social network analysis
- graph kernels
- network analysis
- real world networks
- topological features
- multi relational
- human reasoning
- artificial intelligence
- network structure
- knowledge discovery
- link structure
- complex networks
- community detection
- bipartite networks
- collective classification
- graph theory
- community discovery
- supervised learning
- entity resolution
- graph data
- collaborative filtering
- missing links
- graph model
- heterogeneous networks
- location prediction
- data sets
- link formation
- proximity measures
- social influence
- information networks
- active learning
- databases