org.processmining.dataawarereplayer.precision

Class DataAwarePrecisionPlugin

java.lang.Object

org.processmining.dataawarereplayer.precision.DataAwarePrecisionPlugin

public final class DataAwarePrecisionPlugin
extends java.lang.Object

Plugin implementing a method to measure the precision of multi-perspective process models with regards to an event log. The technique builds on DataPetriNet and is described in the BPI'15/LNBIP paper 'Measuring the Precision of Multi-perspective Process Models'.

Author:

F. Mannhardt

Constructor Summary

Constructors

Constructor and Description
DataAwarePrecisionPlugin()

Method Summary

Modifier and Type	Method and Description
static com.google.common.collect.SetMultimap<java.lang.String,org.processmining.models.graphbased.directed.petrinet.elements.Transition>	convertMapping(org.processmining.plugins.connectionfactories.logpetrinet.TransEvClassMapping mapping)
PrecisionResult	doMeasurePrecision(org.processmining.datapetrinets.DataPetriNet net, org.deckfour.xes.model.XLog log, ProcessProjector processProjector, PrecisionConfig config) Low level method using the specified ProcessProjector to get the aligned traces.
PrecisionResult	doMeasurePrecisionWithAlignment(org.processmining.datapetrinets.DataPetriNet net, org.deckfour.xes.model.XLog log, java.lang.Iterable<org.processmining.xesalignmentextension.XAlignmentExtension.XAlignment> alignedLog, PrecisionConfig precisionConfig) Headless method using an already calculated AlignmentCollection.
PrecisionResult	doMeasurePrecisionWithAlignment(org.processmining.datapetrinets.DataPetriNet net, org.deckfour.xes.model.XLog log, java.lang.Iterable<org.processmining.xesalignmentextension.XAlignmentExtension.XAlignment> alignedLog, PrecisionConfig precisionConfig, org.deckfour.xes.classification.XEventClasses eventClasses) Headless method using an already calculated AlignmentCollection.
static org.processmining.models.semantics.petrinet.Marking	getInitialMarking(org.processmining.contexts.uitopia.UIPluginContext context, org.processmining.datapetrinets.DataPetriNet net)
PrecisionResult	measurePrecision(org.processmining.contexts.uitopia.UIPluginContext context, org.processmining.datapetrinets.DataPetriNet net, org.deckfour.xes.model.XLog log)
PrecisionResult	measurePrecision(org.processmining.contexts.uitopia.UIPluginContext context, org.processmining.models.graphbased.directed.petrinet.Petrinet graph, org.deckfour.xes.model.XLog log)
PrecisionResult	measurePrecisionOfPetrinetWithAlignment(org.processmining.contexts.uitopia.UIPluginContext context, org.processmining.models.graphbased.directed.petrinet.Petrinet graph, org.deckfour.xes.model.XLog log, org.deckfour.xes.model.XLog alignedLog)
PrecisionResult	measurePrecisionWithAlignment(org.processmining.contexts.uitopia.UIPluginContext context, org.processmining.datapetrinets.DataPetriNet net, org.deckfour.xes.model.XLog log, org.deckfour.xes.model.XLog alignedLog)
static void	queryPrecisionConfig(org.processmining.contexts.uitopia.UIPluginContext context, org.processmining.datapetrinets.DataPetriNet net, org.deckfour.xes.model.XLog log, PrecisionConfig config)

Methods inherited from class java.lang.Object

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

Constructor Detail

DataAwarePrecisionPlugin

public DataAwarePrecisionPlugin()

Method Detail

measurePrecision

public PrecisionResult measurePrecision(org.processmining.contexts.uitopia.UIPluginContext context,
                                        org.processmining.models.graphbased.directed.petrinet.Petrinet graph,
                                        org.deckfour.xes.model.XLog log)
                                 throws org.processmining.framework.util.ui.widgets.helper.UserCancelledException

Throws:

org.processmining.framework.util.ui.widgets.helper.UserCancelledException

measurePrecision

public PrecisionResult measurePrecision(org.processmining.contexts.uitopia.UIPluginContext context,
                                        org.processmining.datapetrinets.DataPetriNet net,
                                        org.deckfour.xes.model.XLog log)
                                 throws org.processmining.framework.util.ui.widgets.helper.UserCancelledException

Throws:

org.processmining.framework.util.ui.widgets.helper.UserCancelledException

measurePrecisionOfPetrinetWithAlignment

public PrecisionResult measurePrecisionOfPetrinetWithAlignment(org.processmining.contexts.uitopia.UIPluginContext context,
                                                               org.processmining.models.graphbased.directed.petrinet.Petrinet graph,
                                                               org.deckfour.xes.model.XLog log,
                                                               org.deckfour.xes.model.XLog alignedLog)
                                                        throws PrecisionMeasureException,
                                                               ProcessProjectionException,
                                                               org.processmining.framework.util.ui.widgets.helper.UserCancelledException

Throws:

PrecisionMeasureException

ProcessProjectionException

org.processmining.framework.util.ui.widgets.helper.UserCancelledException

measurePrecisionWithAlignment

public PrecisionResult measurePrecisionWithAlignment(org.processmining.contexts.uitopia.UIPluginContext context,
                                                     org.processmining.datapetrinets.DataPetriNet net,
                                                     org.deckfour.xes.model.XLog log,
                                                     org.deckfour.xes.model.XLog alignedLog)
                                              throws PrecisionMeasureException,
                                                     ProcessProjectionException,
                                                     org.processmining.framework.util.ui.widgets.helper.UserCancelledException

Throws:

PrecisionMeasureException

ProcessProjectionException

org.processmining.framework.util.ui.widgets.helper.UserCancelledException

doMeasurePrecisionWithAlignment

public PrecisionResult doMeasurePrecisionWithAlignment(org.processmining.datapetrinets.DataPetriNet net,
                                                       org.deckfour.xes.model.XLog log,
                                                       java.lang.Iterable<org.processmining.xesalignmentextension.XAlignmentExtension.XAlignment> alignedLog,
                                                       PrecisionConfig precisionConfig)
                                                throws PrecisionMeasureException,
                                                       ProcessProjectionException

Headless method using an already calculated AlignmentCollection.

Parameters:

net -

log -

alignedLog -

precisionConfig -

Returns:

Throws:

PrecisionMeasureException

ProcessProjectionException

doMeasurePrecisionWithAlignment

public PrecisionResult doMeasurePrecisionWithAlignment(org.processmining.datapetrinets.DataPetriNet net,
                                                       org.deckfour.xes.model.XLog log,
                                                       java.lang.Iterable<org.processmining.xesalignmentextension.XAlignmentExtension.XAlignment> alignedLog,
                                                       PrecisionConfig precisionConfig,
                                                       org.deckfour.xes.classification.XEventClasses eventClasses)
                                                throws PrecisionMeasureException,
                                                       ProcessProjectionException

Headless method using an already calculated AlignmentCollection.

Parameters:

net -

log -

alignedLog -

precisionConfig -

eventClasses - matching the classifier in precisionConfig

Returns:

Throws:

PrecisionMeasureException

ProcessProjectionException

doMeasurePrecision

public PrecisionResult doMeasurePrecision(org.processmining.datapetrinets.DataPetriNet net,
                                          org.deckfour.xes.model.XLog log,
                                          ProcessProjector processProjector,
                                          PrecisionConfig config)
                                   throws PrecisionMeasureException

Low level method using the specified ProcessProjector to get the aligned traces. This method does not create connections.

Parameters:

net -

log -

processProjector -

config -

Returns:

Throws:

PrecisionMeasureException

queryPrecisionConfig

public static void queryPrecisionConfig(org.processmining.contexts.uitopia.UIPluginContext context,
                                        org.processmining.datapetrinets.DataPetriNet net,
                                        org.deckfour.xes.model.XLog log,
                                        PrecisionConfig config)
                                 throws org.processmining.framework.util.ui.widgets.helper.UserCancelledException

Throws:

org.processmining.framework.util.ui.widgets.helper.UserCancelledException

convertMapping

public static com.google.common.collect.SetMultimap<java.lang.String,org.processmining.models.graphbased.directed.petrinet.elements.Transition> convertMapping(org.processmining.plugins.connectionfactories.logpetrinet.TransEvClassMapping mapping)

getInitialMarking

public static org.processmining.models.semantics.petrinet.Marking getInitialMarking(org.processmining.contexts.uitopia.UIPluginContext context,
                                                                                    org.processmining.datapetrinets.DataPetriNet net)