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Assigning Topics to the KNIME Forum Posts

NLPText processingNatural language processingTopic detectionKNIME forum
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Jul 15, 2021 10:37 PM
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This workflow performs a supervised topic classification on the forum posts. The training set consists of the description files of the KNIME nodes. Topic classes are the nodes top categories in the Node Repository (IO, Data Manipulation, etc ...) from KNIME versions prio to 3.0. The model is built on this training set and applied to forum posts. Top three topics with highest probability are chosen for the post topic class. A Tree Ensemble is used as classification model.

External resources

  • Social Media - Analyzing the Web from Start to Finish
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Used extensions & nodes

Created with KNIME Analytics Platform version 4.1.0 Note: Not all extensions may be displayed.
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    KNIME CoreTrusted extension

    KNIME AG, Zurich, Switzerland

    Version 4.1.0

    knime
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    KNIME Quick FormsTrusted extension

    KNIME AG, Zurich, Switzerland

    Version 4.1.0

    knime
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    KNIME Reporting RuntimeTrusted extension

    KNIME AG, Zurich, Switzerland

    Version 4.0.0

    knime
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    KNIME TextprocessingTrusted extension

    KNIME AG, Zurich, Switzerland

    Version 4.1.0

    knime
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    KNIME XML-ProcessingTrusted extension

    KNIME AG, Zurich, Switzerland

    Version 4.1.0

    knime

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