SNAP Library, User Reference
2012-10-02 12:56:23
SNAP, a general purpose network analysis and graph mining library
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Public Member Functions | |
TKCore (const PGraph &_Graph) | |
int | GetCurK () const |
int | GetNextCore () |
int | GetCoreK (const int &K) |
int | GetCoreNodes () const |
Gets the number of nodes in the K-core (for the current value of K). | |
int | GetCoreEdges () const |
Gets the number of edges in the K-core (for the current value of K). | |
const TIntV & | GetNIdV () const |
Returns the IDs of the nodes in the current K-core. | |
PGraph | GetCoreG () const |
Returrns the graph of the current K-core. |
K-Core decomposition of a network. K-core is defined as a maximal subgraph of the original graph where every node points to at least K other nodes. K-core is obtained by repeatedly deleting nodes of degree < K from the graph until no nodes of degree < K exist. If the input graph is directed we treat it as undirected multigraph, i.e., we ignore the edge directions but there may be up to two edges between a pair of nodes. See the kcores example (examples/kcores/kcores.cpp) for how to use the code. For example: for (KCore(Graph); KCore.GetNextCore()!=0; ) { } will produce a sequence of K-cores for K=1...
int TKCore< PGraph >::GetCoreEdges | ( | ) | const |
Gets the number of edges in the K-core (for the current value of K).
Returrns the graph of the current K-core.
Directly generates the core of order K. The function has the same effect as calling GetNextCore() K times.
int TKCore< PGraph >::GetCoreNodes | ( | ) | const [inline] |
Gets the number of nodes in the K-core (for the current value of K).
Gets the currrent value of K. For every call of GetNextCore() the value of K increases by 1.
int TKCore< PGraph >::GetNextCore | ( | ) |
Returns the number of nodes in the next (K=K+1) core. The function starts with K=1-core and every time we call it it increases the value of K by 1 and generates the core. The function proceeds until GetCoreNodes() returns 0. Return value of the function is the size (the number of nodes) in the K-core (for the current value of K).
Returns the IDs of the nodes in the current K-core.