Package de.uni_mannheim.informatik.dws.melt.matching_ml.python

Class Doc2vecModelMatcher

java.lang.Object

eu.sealsproject.platform.res.tool.impl.AbstractPlugin

de.uni_mannheim.informatik.dws.melt.matching_base.MatcherURL

de.uni_mannheim.informatik.dws.melt.matching_base.MatcherFile

de.uni_mannheim.informatik.dws.melt.matching_jena.MatcherYAAA

de.uni_mannheim.informatik.dws.melt.matching_jena.MatcherYAAAJena

de.uni_mannheim.informatik.dws.melt.matching_ml.python.DocumentSimilarityBase

de.uni_mannheim.informatik.dws.melt.matching_ml.python.Doc2vecModelMatcher

All Implemented Interfaces:

IMatcher<org.apache.jena.ontology.OntModel,Alignment,Properties>, eu.sealsproject.platform.res.domain.omt.IOntologyMatchingToolBridge, eu.sealsproject.platform.res.tool.api.IPlugin, eu.sealsproject.platform.res.tool.api.IToolBridge

public class Doc2vecModelMatcher
extends DocumentSimilarityBase

Updates the confidence of already matched resources. It writes a textual representation of each resource to a csv file (text generation can be modified by subclassing and overriding getResourceText method).

Field Summary

Fields

Modifier and Type	Field	Description
protected Word2VecConfiguration	configuration
private static final org.slf4j.Logger	LOGGER

Fields inherited from class de.uni_mannheim.informatik.dws.melt.matching_ml.python.DocumentSimilarityBase

addFragment, corpusFile, matchClasses, matchIndividuals, matchProperties, textProperties

Fields inherited from class de.uni_mannheim.informatik.dws.melt.matching_base.MatcherFile

FILE_PREFIX, FILE_SUFFIX

Constructor Summary

Constructors

Constructor	Description
Doc2vecModelMatcher()

Method Summary

Modifier and Type	Method	Description
Word2VecConfiguration	getConfiguration()
Alignment	match(org.apache.jena.ontology.OntModel source, org.apache.jena.ontology.OntModel target, Alignment inputAlignment, Properties properties)	Aligns two ontologies specified via a Jena OntModel, with an input alignment as Alignment object, and returns the mapping of the resulting alignment.
void	setConfiguration(Word2VecConfiguration configuration)
private void	updateConfidences(PythonServer pythonServer, String modelName, Alignment inputAlignment)

Methods inherited from class de.uni_mannheim.informatik.dws.melt.matching_ml.python.DocumentSimilarityBase

createCorpusFileIfNecessary, getResourceText, isBlank, isString, processText, writeResourceText

Methods inherited from class de.uni_mannheim.informatik.dws.melt.matching_jena.MatcherYAAAJena

getModelSpec, match, readOntology

Methods inherited from class de.uni_mannheim.informatik.dws.melt.matching_jena.MatcherYAAA

match

Methods inherited from class de.uni_mannheim.informatik.dws.melt.matching_base.MatcherFile

match

Methods inherited from class de.uni_mannheim.informatik.dws.melt.matching_base.MatcherURL

align, align, canExecute, getType

Methods inherited from class eu.sealsproject.platform.res.tool.impl.AbstractPlugin

getId, getVersion, setId, setVersion

Methods inherited from class java.lang.Object

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

Methods inherited from interface eu.sealsproject.platform.res.tool.api.IPlugin

getId, getVersion

Field Details

LOGGER

private static final org.slf4j.Logger LOGGER

configuration

protected Word2VecConfiguration configuration

Constructor Details

Doc2vecModelMatcher

public Doc2vecModelMatcher()

Method Details

match

public Alignment match(org.apache.jena.ontology.OntModel source,
 org.apache.jena.ontology.OntModel target,
 Alignment inputAlignment,
 Properties properties)
                throws Exception

Description copied from class: MatcherYAAAJena

Aligns two ontologies specified via a Jena OntModel, with an input alignment as Alignment object, and returns the mapping of the resulting alignment. Note: This method might be called multiple times in a row when using the evaluation framework. Make sure to return a mapping which is specific to the given inputs.

Specified by:

match in interface IMatcher<org.apache.jena.ontology.OntModel,Alignment,Properties>

Specified by:

match in class MatcherYAAAJena

Parameters:

source - This OntModel represents the source ontology.

target - This OntModel represents the target ontology.

inputAlignment - This mapping represents the input alignment.

properties - Additional properties.

Returns:

The resulting alignment of the matching process.

Throws:

Exception - Any exception which occurs during matching.

updateConfidences

private void updateConfidences(PythonServer pythonServer,
 String modelName,
 Alignment inputAlignment)

getConfiguration

public Word2VecConfiguration getConfiguration()

setConfiguration

public void setConfiguration(Word2VecConfiguration configuration)