org.processmining.traceclustering.plugins

Class EvolutionaryCaseClusteringPlugin

java.lang.Object

org.processmining.traceclustering.plugins.EvolutionaryCaseClusteringPlugin

public class EvolutionaryCaseClusteringPlugin
extends java.lang.Object

Plug-in for the clustering of cases in an event log based on a set of selected perspectives, using the Markov clustering algorithm. This variant uses the evolutionary approach (it shows the change in similarity matrix over time).

Author:

B.F.A. Hompes

Constructor Summary

Constructors

Constructor and Description
EvolutionaryCaseClusteringPlugin()

Method Summary

Modifier and Type	Method and Description
EvolutionaryCaseClustering	doClusteringPublic(org.processmining.framework.plugin.PluginContext context, org.deckfour.xes.model.XLog eventlog) Plug-in variant A.
EvolutionaryCaseClustering	doClusteringPublic(org.processmining.framework.plugin.PluginContext context, org.deckfour.xes.model.XLog eventlog, CaseClusteringParameters mclParameters) Plug-in variant B.

Methods inherited from class java.lang.Object

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

Constructor Detail

EvolutionaryCaseClusteringPlugin

public EvolutionaryCaseClusteringPlugin()

Method Detail

doClusteringPublic

public EvolutionaryCaseClustering doClusteringPublic(org.processmining.framework.plugin.PluginContext context,
                                                     org.deckfour.xes.model.XLog eventlog)

Plug-in variant A. Clusters the cases in the event log with Markov clustering, using default parameters.

Parameters:

context - The UI plug-in context

eventlog - The event log to cluster

Returns:

The case clustering (visualized)

doClusteringPublic

public EvolutionaryCaseClustering doClusteringPublic(org.processmining.framework.plugin.PluginContext context,
                                                     org.deckfour.xes.model.XLog eventlog,
                                                     CaseClusteringParameters mclParameters)

Plug-in variant B. Clusters the cases in the event log with Markov clustering, using the given parameters.

Parameters:

context - The UI plug-in context

eventlog - The event log to cluster

mclParameters - The parameters for the Markov clustering algorithm

timeWindowParameters - The parameters for the time window

Returns:

The case clustering (visualized)