Package org.nlpub.watset.graph

Class Watset.Implementation<V,E>

java.lang.Object

org.nlpub.watset.graph.Watset.Implementation<V,E>

Type Parameters:

V - the type of nodes in the graph

E - the type of edges in the graph

Enclosing class:

Watset<V,E>

public static class Watset.Implementation<V,E>
extends Object

Actual implementation of Simplified Watset.

Field Summary

Fields

Modifier and Type	Field	Description
protected final ClusteringAlgorithmBuilder<Sense<V>,org.jgrapht.graph.DefaultWeightedEdge,?>	global	The global clustering algorithm supplier.
protected final org.jgrapht.Graph<V,E>	graph	The graph.
protected final SenseInduction<V,E>	inducer	The node sense induction approach.
protected final Map<V,Map<V,Integer>>	inventory	The sense inventory.
protected final Map<V,List<Sense<V>>>	senses	The sense mapping.

Constructor Summary

Constructors

Constructor	Description
Implementation(org.jgrapht.Graph<V,E> graph, SenseInduction<V,E> inducer, ClusteringAlgorithmBuilder<Sense<V>,org.jgrapht.graph.DefaultWeightedEdge,?> global)	Create an instance of the Watset clustering algorithm implementation.

Method Summary

Modifier and Type	Method	Description
protected void	buildInventory()	Build a node sense inventory; fill in variables senses and inventory.
protected org.jgrapht.Graph<Sense<V>,org.jgrapht.graph.DefaultWeightedEdge>	buildSenseGraph()	Build an intermediate sense-aware representation of the input graph called the node sense graph.
WatsetClustering<V>	compute()	Perform clustering with Watset.

Methods inherited from class java.lang.Object

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

Field Details

graph

protected final org.jgrapht.Graph<V,E> graph

The graph.

inducer

protected final SenseInduction<V,E> inducer

The node sense induction approach.

global

protected final ClusteringAlgorithmBuilder<Sense<V>,org.jgrapht.graph.DefaultWeightedEdge,?> global

The global clustering algorithm supplier.

inventory

protected final Map<V,Map<V,Integer>> inventory

The sense inventory.

senses

protected final Map<V,List<Sense<V>>> senses

The sense mapping.

Constructor Details

Implementation

public Implementation(org.jgrapht.Graph<V,E> graph,
 SenseInduction<V,E> inducer,
 ClusteringAlgorithmBuilder<Sense<V>,org.jgrapht.graph.DefaultWeightedEdge,?> global)

Create an instance of the Watset clustering algorithm implementation.

Parameters:

graph - the graph

inducer - the node sense induction approach

global - the global clustering algorithm supplier

Method Details

compute

public WatsetClustering<V> compute()

Perform clustering with Watset.

Returns:

the clustering

buildInventory

protected void buildInventory()

Build a node sense inventory; fill in variables senses and inventory.

buildSenseGraph

protected org.jgrapht.Graph<Sense<V>,org.jgrapht.graph.DefaultWeightedEdge> buildSenseGraph()

Build an intermediate sense-aware representation of the input graph called the node sense graph.

Returns:

the sense graph