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HITS

Hyperlink-Induced Topic Search computes two interdependent scores for every vertex in a directed graph. A good "hub" links to good "authorities" and good "authorities" are linked from good "hubs". This algorithm can be configured to terminate either by a limit on the number of iterations, a convergence threshold, or both. Authority and Hub properties are stored in the vertices of the output logical graph.

Options

authority Property Key: The property key to store the authority score.
Hub Property Key: The property key to store the hub score.
Max. Iterations: The number of maximum iterations.
Convergence Threshold: Set the convergence threshold for sum of scores.

Input Ports

: One single logical graph.

Output Ports

: Same graph with added hub/authority attributes on each vertex.

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Installation

To use this node in KNIME, install the extension Gradoop-Integration from the below update site following our NodePit Product and Node Installation Guide:

v4.7

Plugin provider: Steffen Dienst

Plugin version: 1.0.0.v201911212144

On NodePit since: 2022-12-06

Last update: 2026-01-12

KNIME versions: From v4.1 to v4.7

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