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Label Propagation

Gradoop Integration for KNIME Workbench version 1.0.0.v201911212144 by Steffen Dienst

Uses the Flink Gelly implementation of the label propagation algorithm. The iterative algorithm detects communities by propagating a given property key - called label. In each iteration, a vertex adopts the label that is most frequent among its neighbors' labels.

Options

Maximum Iterations
Set the maximum number of iterations.
Property Key
Set the key of the property for the label propagation.

Input Ports

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One single logical graph.

Output Ports

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The same logical graph where each node has the label that is most common amongst its neighbors.

Installation

To use this node in KNIME, install Gradoop-Integration from the following update site:

KNIME 4.3

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Developers

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