Using Link Prediction to Estimate the Collaborative Influence of Researchers.
Evelyn Perez CervantesJesús P. Mena-ChalcoMaria Cristina Ferreira de OliveiraRoberto M. CesarPublished in: e-Science (2013)
Keyphrases
- link prediction
- social networks
- social network analysis
- network analysis
- random walk
- bipartite graph
- influence propagation
- complex networks
- graph mining
- collective classification
- link structure
- multi relational
- network structure
- topological features
- collaborative learning
- proximity measures
- community detection
- supervised learning
- missing links
- bipartite networks
- entity resolution
- factor graph model
- class discrimination
- social influence
- machine learning
- collaborative filtering
- heterogeneous networks
- social ties
- reinforcement learning
- dynamic programming
- semi supervised
- link formation