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Transformation of Node to Knowledge Graph Embeddings for Faster Link Prediction in Social Networks

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Node2KG

Paper: Transformation of Node to Knowledge Graph Embeddings for Faster Link Prediction in Social Networks

System Requirements

Linux

Setup

  1. Clone the repository.
    git clone https://github.com/ArchitParnami/Node2KG.git

  2. Create a new conda environment by
    conda create -n Node2KG python=3.6

  3. Activate conda environment
    conda activate Node2KG

  4. Install the required packages
    pip install -r requirements.txt

  5. Setup this project
    python setup.py develop

  6. Setup OpenNE (from project root)
    cd GraphEmbed/OpenNE/src
    python setup.py install

  7. Setup OpenKE (from project root)
    cd GraphEmbed/OpenKE
    mkdir release
    ./make.sh

  8. To run the experiments
    cd GraphEmbed/scripts
    ./run_parallel.sh

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Transformation of Node to Knowledge Graph Embeddings for Faster Link Prediction in Social Networks

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