Package es.uam.eps.ir.relison.links.recommendation.reranking.global.local.communities

Class InterCommunityEdgeGiniComplement<U>

java.lang.Object
es.uam.eps.ir.relison.links.recommendation.reranking.global.local.LocalReranker<U,​I>
es.uam.eps.ir.relison.links.recommendation.reranking.global.local.LocalGreedyReranker<U,​I>
es.uam.eps.ir.relison.links.recommendation.reranking.global.local.LocalLambdaReranker<U,​U>
es.uam.eps.ir.relison.links.recommendation.reranking.global.local.GraphLocalReranker<U>
es.uam.eps.ir.relison.links.recommendation.reranking.global.local.communities.InterCommunityReranker<U>
es.uam.eps.ir.relison.links.recommendation.reranking.global.local.communities.InterCommunityEdgeGiniComplement<U>
Type Parameters:
U - type of the users
All Implemented Interfaces:
GlobalReranker<U,​U>
public class InterCommunityEdgeGiniComplement<U>
extends InterCommunityReranker<U>
Implementation of a reranking strategy for balancing the distribution of edges between pairs of communities. It only considers links between communities.

  • Field Summary

    Fields 
    Modifier and Type Field Description
    private java.util.List<java.lang.Double> matrix
    Number of edges between communities
    private double sum
    Total number of edges between communities.

    Fields inherited from class es.uam.eps.ir.relison.links.recommendation.reranking.global.local.communities.InterCommunityReranker

    communities, communityGraph

    Fields inherited from class es.uam.eps.ir.relison.links.recommendation.reranking.global.local.GraphLocalReranker

    graph

    Fields inherited from class es.uam.eps.ir.relison.links.recommendation.reranking.global.local.LocalLambdaReranker

    novMap, novStats, relStats

    Fields inherited from class es.uam.eps.ir.relison.links.recommendation.reranking.global.local.LocalGreedyReranker

    cutOff

  • Constructor Summary

    Constructors 
    Constructor Description
    InterCommunityEdgeGiniComplement​(double lambda, int cutoff, java.util.function.Supplier<Normalizer<U>> norm, Graph<U> graph, Communities<U> communities)
    Constructor.

  • Method Summary

    Modifier and Type Method Description
    protected void innerUpdate​(U user, org.ranksys.core.util.tuples.Tuple2od<U> tpld)
    Updates the different parameters of the reranker, further than changing the edges in the graph.
    protected double nov​(U u, org.ranksys.core.util.tuples.Tuple2od<U> tpld)
    Novelty score.
    protected void update​(es.uam.eps.ir.ranksys.core.Recommendation<U,​U> reranked)
    Updates the values, given a new recommendation.

    Methods inherited from class es.uam.eps.ir.relison.links.recommendation.reranking.global.local.GraphLocalReranker

    update

    Methods inherited from class es.uam.eps.ir.relison.links.recommendation.reranking.global.local.LocalLambdaReranker

    rerankPermutation, selectItem, value

    Methods inherited from class es.uam.eps.ir.relison.links.recommendation.reranking.global.local.LocalGreedyReranker

    getBasePerm, rerankRecommendation

    Methods inherited from class es.uam.eps.ir.relison.links.recommendation.reranking.global.local.LocalReranker

    rerankRecommendations

    Methods inherited from class java.lang.Object

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

  • Field Details

    • matrix

      private final java.util.List<java.lang.Double> matrix
      Number of edges between communities

    • sum

      private double sum
      Total number of edges between communities.

  • Constructor Details

    • InterCommunityEdgeGiniComplement

      public InterCommunityEdgeGiniComplement​(double lambda, int cutoff, java.util.function.Supplier<Normalizer<U>> norm, Graph<U> graph, Communities<U> communities)
      Constructor.
      Parameters:
      lambda - trade-off between the recommendation score and the novelty/diversity value.
      cutoff - number of elements to take.
      norm - the normalization strategy.
      graph - the original graph.
      communities - the relation between users and communities.

  • Method Details

    • nov

      protected double nov​(U u, org.ranksys.core.util.tuples.Tuple2od<U> tpld)
      Description copied from class: LocalLambdaReranker
      Novelty score.
      Specified by:
      nov in class LocalLambdaReranker<U,​U>
      Parameters:
      u - the target user.
      tpld - the recommended item and its recommendation score.
      Returns:
      the novelty for this pair user-item.

    • innerUpdate

      protected void innerUpdate​(U user, org.ranksys.core.util.tuples.Tuple2od<U> tpld)
      Description copied from class: GraphLocalReranker
      Updates the different parameters of the reranker, further than changing the edges in the graph.
      Specified by:
      innerUpdate in class GraphLocalReranker<U>
      Parameters:
      user - the target user.
      tpld - the new candidate user.

    • update

      protected void update​(es.uam.eps.ir.ranksys.core.Recommendation<U,​U> reranked)
      Description copied from class: LocalReranker
      Updates the values, given a new recommendation.
      Specified by:
      update in class LocalReranker<U,​U>
      Parameters:
      reranked - the reranked recommendation.