Network-based link prediction of scientific concepts - a Science4Cast competition entry.
João P. MoutinhoBruno CoutinhoLorenzo BuffoniPublished in: CoRR (2022)
Keyphrases
- link prediction
- social networks
- network analysis
- social network analysis
- random walk
- complex networks
- bipartite graph
- scientific knowledge
- science education
- multi relational
- science learning
- network structure
- computational science
- missing links
- graph mining
- collaborative filtering
- topological features
- link structure
- collective classification
- entity resolution
- scientific communities
- proximity measures
- community detection
- data mining
- supervised learning
- conceptual understanding
- scientific inquiry
- machine learning
- data sets