K-core decomposition of graphs
The k-core of graph is a maximal subgraph in which each vertex has at least degree k. The coreness of a vertex is k if it belongs to the k-core but not to the (k+1)-core.
graph.coreness(graph, mode=c("all", "out", "in"))
- The input graph, it can be directed or undirected
- The type of the core in directed graphs. Character
constant, possible values:
in: in-cores are computed,
out: out-cores are computed,
all: the corresponding undirected graph is considered. This argument i
The k-core of a graph is the maximal subgraph in which every vertex has at least degree k. The cores of a graph form layers: the (k+1)-core is always a subgraph of the k-core.
This function calculates the coreness for each vertex.
- Numeric vector of integer numbers giving the coreness of each vertex.
Vladimir Batagelj, Matjaz Zaversnik: An O(m) Algorithm for Cores Decomposition of Networks, 2002 Seidman S. B. (1983) Network structure and minimum degree, Social Networks, 5, 269--287.
g <- graph.ring(10) g <- add.edges(g, c(0,1, 1,2, 0,2)) graph.coreness(g)