org.graphstream.algorithm.measure

Class CommunityMeasure

java.lang.Object

org.graphstream.stream.SinkAdapter

org.graphstream.algorithm.measure.CommunityMeasure

All Implemented Interfaces:

Algorithm, DynamicAlgorithm, org.graphstream.stream.AttributeSink, org.graphstream.stream.ElementSink, org.graphstream.stream.Sink

Direct Known Subclasses:

CommunityDistribution, CommunityRelativeMeasure, Modularity

public abstract class CommunityMeasure
extends org.graphstream.stream.SinkAdapter
implements DynamicAlgorithm

Computes and updates an absolute measure based on the current community assignment on a given graph as it evolves.

Author:

Guillaume-Jean Herbiet

Scientific Reference :

M. E. Newman and M. Girvan, “Finding and Evaluating Community Structure in Networks,” Physical Review E (Statistical, Nonlinear, and Soft Matter Physics), vol. 69, no. 2, pp. 026 113+, Feb 2004.

Constructor Summary

Constructors

Constructor and Description
CommunityMeasure(String marker) New measure algorithm with a given marker for communities.

Method Summary

Methods

Modifier and Type	Method and Description
abstract void	compute() Run the algorithm.
void	edgeAdded(String graphId, long timeId, String edgeId, String fromNodeId, String toNodeId, boolean directed)
void	edgeRemoved(String graphId, long timeId, String edgeId)
double	getLastComputedValue() The last computed measure.
double	getMeasure() Compute the measure (if the graph changed since the last computation).
void	graphCleared(String graphId, long timeId)
void	init(org.graphstream.graph.Graph graph) Initialization of the algorithm.
void	nodeAdded(String graphId, long timeId, String nodeId)
void	nodeAttributeAdded(String graphId, long timeId, String nodeId, String attribute, Object value)
void	nodeAttributeChanged(String graphId, long timeId, String nodeId, String attribute, Object oldValue, Object newValue)
void	nodeRemoved(String graphId, long timeId, String nodeId)
void	terminate() Terminate the dynamic algorithm.

Methods inherited from class org.graphstream.stream.SinkAdapter

edgeAttributeAdded, edgeAttributeChanged, edgeAttributeRemoved, graphAttributeAdded, graphAttributeChanged, graphAttributeRemoved, nodeAttributeRemoved, stepBegins

Methods inherited from class java.lang.Object

equals, getClass, hashCode, notify, notifyAll, toString, wait, wait, wait

Constructor Detail

CommunityMeasure

public CommunityMeasure(String marker)

New measure algorithm with a given marker for communities.

Parameters:

marker - name of the attribute marking the communities.

Method Detail

getLastComputedValue

public double getLastComputedValue()

The last computed measure.

Returns:

The last computed measure.

Computational Complexity :

O(1)

getMeasure

public double getMeasure()

Compute the measure (if the graph changed since the last computation).

Returns:

The current measure.

Computational Complexity :

Depends on the actual measure

init

public void init(org.graphstream.graph.Graph graph)

Description copied from interface: Algorithm

Initialization of the algorithm. This method has to be called before the Algorithm.compute() method to initialize or reset the algorithm according to the new given graph.

Specified by:

init in interface Algorithm

Parameters:

graph - The graph this algorithm is using.

compute

public abstract void compute()

Description copied from interface: Algorithm

Run the algorithm. The Algorithm.init(Graph) method has to be called before computing.

Specified by:

compute in interface Algorithm

See Also:

Algorithm.init(Graph)

terminate

public void terminate()

Description copied from interface: DynamicAlgorithm

Terminate the dynamic algorithm.

Specified by:

terminate in interface DynamicAlgorithm

See Also:

Algorithm.init(org.graphstream.graph.Graph)

nodeAdded

public void nodeAdded(String graphId,
             long timeId,
             String nodeId)

Specified by:

nodeAdded in interface org.graphstream.stream.ElementSink

Overrides:

nodeAdded in class org.graphstream.stream.SinkAdapter

nodeRemoved

public void nodeRemoved(String graphId,
               long timeId,
               String nodeId)

Specified by:

nodeRemoved in interface org.graphstream.stream.ElementSink

Overrides:

nodeRemoved in class org.graphstream.stream.SinkAdapter

edgeAdded

public void edgeAdded(String graphId,
             long timeId,
             String edgeId,
             String fromNodeId,
             String toNodeId,
             boolean directed)

Specified by:

edgeAdded in interface org.graphstream.stream.ElementSink

Overrides:

edgeAdded in class org.graphstream.stream.SinkAdapter

edgeRemoved

public void edgeRemoved(String graphId,
               long timeId,
               String edgeId)

Specified by:

edgeRemoved in interface org.graphstream.stream.ElementSink

Overrides:

edgeRemoved in class org.graphstream.stream.SinkAdapter

graphCleared

public void graphCleared(String graphId,
                long timeId)

Specified by:

graphCleared in interface org.graphstream.stream.ElementSink

Overrides:

graphCleared in class org.graphstream.stream.SinkAdapter

nodeAttributeAdded

public void nodeAttributeAdded(String graphId,
                      long timeId,
                      String nodeId,
                      String attribute,
                      Object value)

Specified by:

nodeAttributeAdded in interface org.graphstream.stream.AttributeSink

Overrides:

nodeAttributeAdded in class org.graphstream.stream.SinkAdapter

nodeAttributeChanged

public void nodeAttributeChanged(String graphId,
                        long timeId,
                        String nodeId,
                        String attribute,
                        Object oldValue,
                        Object newValue)

Specified by:

nodeAttributeChanged in interface org.graphstream.stream.AttributeSink

Overrides:

nodeAttributeChanged in class org.graphstream.stream.SinkAdapter