Socrates - A System For Scalable Graph Analytics.
Cetin SavkliRyan CarrMatthew ChapmanBrant CheeDavid MinchPublished in: HPEC (2014)
Keyphrases
- random walk
- graph representation
- structured data
- graph structure
- graph theory
- bipartite graph
- directed graph
- connected components
- data mining
- graph model
- weighted graph
- neural network
- highly scalable
- graphical representation
- learning analytics
- semi supervised
- directed acyclic graph
- information retrieval
- dependency graph
- graph search
- graph theoretic
- graph databases
- machine learning
- image segmentation
- database systems
- bayesian networks
- big data
- data analysis
- probabilistic model
- knowledge discovery
- business intelligence