Network-based link prediction of scientific concepts - a Science4Cast competition entry.
João P. MoutinhoBruno CoutinhoLorenzo BuffoniPublished in: IEEE BigData (2021)
Keyphrases
- link prediction
- social networks
- social network analysis
- random walk
- science education
- network analysis
- bipartite graph
- science learning
- graph mining
- multi relational
- scientific knowledge
- topological features
- complex networks
- community detection
- network structure
- collective classification
- missing links
- computational science
- supervised learning
- proximity measures
- entity resolution
- scientific communities
- science classroom
- link structure
- scientific inquiry
- link formation
- bipartite networks
- class discrimination
- heterogeneous networks
- collaborative filtering