Effectively clustering researchers in scientific collaboration networks: case study on ResearchGate.
Marcos Wander RodriguesMark Alan Junho SongLuis Enrique ZáratePublished in: Soc. Netw. Anal. Min. (2021)
Keyphrases
- case study
- scientific communities
- scientific knowledge
- clustering method
- clustering algorithm
- unsupervised learning
- social networks
- k means
- scientific disciplines
- life sciences
- lessons learned
- data mining
- scientific data
- hierarchical clustering
- cluster analysis
- information theoretic
- collaborative learning
- knowledge management
- high dimensional data
- data clustering
- network analysis
- data sets
- network structure
- document clustering
- researchers and practitioners
- information technology
- scientific literature
- computer science
- artificial intelligence
- scientific fields