com.twitter.cassovary.graph.bipartite

IterativeLinkAnalyzer

class IterativeLinkAnalyzer extends AnyRef

Iteratively analyze links in a bipartite graph.

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Instance Constructors

  1. new IterativeLinkAnalyzer(graphUtils: GraphUtils, resetProbOnLeft: Double, resetProbOnRight: Double, numTopContributors: Int)

    graphUtils

    GraphUtils encapsulating the underlying graph

    resetProbOnLeft

    reset probability when iterating from left to right

    resetProbOnRight

    reset probability when iterating from right to left

    numTopContributors

    The number of contributors (reasons) to be kept for each score

Type Members

  1. case class NodeInfo(node: Node, initialIterationWeight: Double, weight: Double, numNeighbors: Int) extends Ordered[NodeInfo] with Product with Serializable

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  6. def analyze(leftNodes: Seq[SuppliedNodeInfo], numIterations: Int, neighborsProvider: (Node) ⇒ Seq[Int], sortOutputByScore: Boolean): (List[(Int, Double, Seq[Int])], List[(Int, Double, Seq[Int])])

    Carries out link analysis on a bipartite graph.

    Carries out link analysis on a bipartite graph.

    neighborsProvider

    A function providing the neighbors of a node on the left

    sortOutputByScore

    A boolean variable indicating if the output of the analysis should be sorted

  7. def analyze(leftNodes: Seq[SuppliedNodeInfo], numIterations: Int, neighborsProvider: (Node) ⇒ Seq[Int]): (List[(Int, Double, Seq[Int])], List[(Int, Double, Seq[Int])])

    Carries out link analysis on a bipartite graph, by default sort its output

    Carries out link analysis on a bipartite graph, by default sort its output

    neighborsProvider

    A function providing the neighbors of a node on the left

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