de.aitools.dm.clusterlabeling.algorithms
Class TopicIdentifier

java.lang.Object
  de.aitools.dm.clustering.algorithms.ASoftClusterer
      de.aitools.dm.clustering.algorithms.AClusterer
          de.aitools.dm.clusterlabeling.algorithms.AClusterLabeler
              de.aitools.dm.clusterlabeling.algorithms.TopicIdentifier

All Implemented Interfaces:

Clusterer, SoftClusterer, ClusterLabeler

Direct Known Subclasses:

FrequentPredictiveWords, KeyphraseLabeler, WeightedCentroidCovering

public abstract class TopicIdentifier
extends AClusterLabeler

Version:

$Id: TopicIdentifier.java,v 1.1 2011/07/18 15:51:21 hoppe Exp $

Author:

dennis.hoppe(/\t)uni-weimar.de

Nested Class Summary

class

TopicIdentifier.ClusterLabelCandidate

Field Summary

Fields inherited from interface de.aitools.dm.clustering.Clusterer

DEFAULT_SEED

Constructor Summary

TopicIdentifier(Clusterer clusterer, VectorSpace vocabulary, java.util.List<java.lang.String> data, int numTerms)

Method Summary

int[]

cluster(Vector[] data)

Methods inherited from class de.aitools.dm.clustering.algorithms.AClusterer

cluster, cluster, cluster, clusterSoft

Methods inherited from class de.aitools.dm.clustering.algorithms.ASoftClusterer

clusterSoft, clusterSoft, clusterSoft, getBiggestRange

Methods inherited from class java.lang.Object

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

Methods inherited from interface de.aitools.dm.clusterlabeling.algorithms.ClusterLabeler

getClusterLabels

Constructor Detail

TopicIdentifier

public TopicIdentifier(Clusterer clusterer,
                       VectorSpace vocabulary,
                       java.util.List<java.lang.String> data,
                       int numTerms)

Parameters:

documentVocabulary -

Method Detail

cluster

public int[] cluster(Vector[] data)

Specified by:

cluster in interface Clusterer

Specified by:

cluster in class AClusterer