ClusteringCoefficientComplement

java.lang.Object

es.uam.eps.ir.relison.sna.metrics.graph.ClusteringCoefficientComplement<U>

Type Parameters:: U - Type of the users.

All Implemented Interfaces:: GraphMetric<U>

public class ClusteringCoefficientComplement<U>
extends java.lang.Object
implements GraphMetric<U>

Computes the complementary of the global clustering coefficient of a graph.

References:

J. Sanz-Cruzado, P. Castells. Beyond accuracy in link prediction. 3rd Workshop on Social Media for Personalization and Search (SoMePEaS 2019).
J. Sanz-Cruzado, S.M. Pepa, P. Castells. Structural novelty and diversity in link prediction. 0th International Workshop on Modeling Social Media (MSM 2018) at The Web Conference (WWW 2018)

Field Summary

Fields

Modifier and Type Field Description

private ClusteringCoefficient<U> clustCoef
Clustering coefficient metric.
Constructor Summary

Constructors

Constructor Description

ClusteringCoefficientComplement()
Constructor.

ClusteringCoefficientComplement(EdgeOrientation vSel, EdgeOrientation wSel)
Constructor.
Method Summary

Modifier and Type Method Description

double compute(Graph<U> graph)
Computes the value.

Methods inherited from class java.lang.Object
clone, equals, finalize, getClass, hashCode, notify, notifyAll, toString, wait, wait, wait

Field Details
- clustCoef
  
  private final ClusteringCoefficient<U> clustCoef
  
  Clustering coefficient metric.
Constructor Details
- ClusteringCoefficientComplement
  
  public ClusteringCoefficientComplement()
  
  Constructor. Applies the usual directed clustering coefficient of a graph.
- ClusteringCoefficientComplement
  
  public ClusteringCoefficientComplement(EdgeOrientation vSel, EdgeOrientation wSel)
  
  Constructor. This constructor allows to specify the direction of the clustering coefficient metrics.
  
  Parameters:
  
  vSel - First selection of nodes.
  
  wSel - Second selection of nodes.
Method Details
- compute
  
  public double compute(Graph<U> graph)
  
  Description copied from interface: GraphMetric
  
  Computes the value.
  
  Specified by:
  
  compute in interface GraphMetric<U>
  
  Parameters:
  
  graph - graph metric.
  
  Returns:
  
  the value of the metric.