Graph sample and hold: a framework for big-graph analytics.
Nesreen K. AhmedNick G. DuffieldJennifer NevilleRamana Rao KompellaPublished in: KDD (2014)
Keyphrases
- graph representation
- graph based algorithm
- main contribution
- connected components
- graph model
- bipartite graph
- graph matching
- weighted graph
- random walk
- big data
- graph structure
- structured data
- theoretical framework
- directed graph
- graph embedding
- graph clustering
- stable set
- graphical representation
- dependency graph
- data sets
- graph databases
- directed acyclic graph
- graph theory
- information extraction
- probabilistic model
- case study
- learning algorithm
- machine learning