edu.uci.ics.jung.algorithms.importance
Class BetweennessCentrality<V,E>
java.lang.Object
edu.uci.ics.jung.algorithms.util.IterativeProcess
edu.uci.ics.jung.algorithms.importance.AbstractRanker<V,E>
edu.uci.ics.jung.algorithms.importance.BetweennessCentrality<V,E>
- All Implemented Interfaces:
- IterativeContext
public class BetweennessCentrality<V,E>
- extends AbstractRanker<V,E>
Computes betweenness centrality for each vertex and edge in the graph. The result is that each vertex
and edge has a UserData element of type MutableDouble whose key is 'centrality.BetweennessCentrality'.
Note: Many social network researchers like to normalize the betweenness values by dividing the values by
(n-1)(n-2)/2. The values given here are unnormalized.
A simple example of usage is:
BetweennessCentrality ranker = new BetweennessCentrality(someGraph);
ranker.evaluate();
ranker.printRankings();
Running time is: O(n^2 + nm).
- Author:
- Scott White, Tom Nelson converted to jung2
- See Also:
- "Ulrik Brandes: A Faster Algorithm for Betweenness Centrality. Journal of Mathematical Sociology 25(2):163-177, 2001."
Methods inherited from class edu.uci.ics.jung.algorithms.importance.AbstractRanker |
assignDefaultEdgeTransitionWeights, finalizeIterations, getEdgeRankScore, getEdgeRankScore, getEdgeRankScores, getEdgeRankScores, getEdgeWeight, getEdgeWeights, getGraph, getRankings, getRankScores, getVertexCount, getVertexRankScore, getVertexRankScore, getVertexRankScores, getVertexRankScores, getVertices, initialize, isRankingEdges, isRankingNodes, normalizeEdgeTransitionWeights, normalizeRankings, onFinalize, printRankings, removeEdgeRankScore, removeEdgeRankScore, removeVertexRankScore, removeVertexRankScore, reset, setEdgeRankScore, setEdgeRankScore, setEdgeWeight, setEdgeWeights, setNormalizeRankings, setRemoveRankScoresOnFinalize, setVertexRankScore, setVertexRankScore |
Methods inherited from class edu.uci.ics.jung.algorithms.util.IterativeProcess |
done, evaluate, getDesiredPrecision, getIterations, getMaximumIterations, getPrecision, hasConverged, initializeIterations, relativePrecision, setDesiredPrecision, setMaximumIterations, setPrecision |
Methods inherited from class java.lang.Object |
clone, equals, finalize, getClass, hashCode, notify, notifyAll, toString, wait, wait, wait |
CENTRALITY
public static final String CENTRALITY
- See Also:
- Constant Field Values
BetweennessCentrality
public BetweennessCentrality(Graph<V,E> g)
- Constructor which initializes the algorithm
- Parameters:
g
- the graph whose nodes are to be analyzed
BetweennessCentrality
public BetweennessCentrality(Graph<V,E> g,
boolean rankNodes)
BetweennessCentrality
public BetweennessCentrality(Graph<V,E> g,
boolean rankNodes,
boolean rankEdges)
computeBetweenness
protected void computeBetweenness(Graph<V,E> graph)
getRankScoreKey
public String getRankScoreKey()
- the user datum key used to store the rank scores
- Specified by:
getRankScoreKey
in class AbstractRanker<V,E>
- Returns:
- the key
step
public void step()
- Description copied from class:
IterativeProcess
- Evaluate the result of the current iteration.
- Specified by:
step
in interface IterativeContext
- Specified by:
step
in class IterativeProcess
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