An application of social network mining to scientific data: identifying networks structures and detecting partnerships in metrics and citation patterns.
Javier Perez-ArandaAntonio Pelaez-VerdetPublished in: Soc. Netw. Anal. Min. (2021)
Keyphrases
- scientific data
- association patterns
- social networks
- social network analysis and mining
- community discovery
- discovering interesting
- network structure
- data management
- biological pathways
- pattern mining
- social network analysis
- sequential patterns
- complex networks
- frequent patterns
- network dynamics
- data mining techniques
- data collection
- scientific databases
- interesting patterns
- citation networks
- scientific information
- life sciences
- community structure
- community detection
- pattern discovery
- real world networks
- scientific disciplines
- massive amounts of data
- high energy physics
- scientific data sets
- temporal relationships
- network analysis
- online social networks
- network properties
- scientific data management
- information technology
- climate data
- association mining
- link prediction
- information diffusion
- temporal patterns
- social structure
- itemsets
- graph mining algorithms
- real world
- knowledge discovery
- drug discovery
- database
- coral reef