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Exploration and Research into using GloVe for creating labels for event logs used in Process Mining. For BE (Hons) Research Project

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P4P - Project 81

  • Easiest way to use:
    • Install Java 11

    • Open the project in IntelliJ

    • Make sure raw logs are stored in the src/main/resources/logs/raw/ folder

      • Processed logs will be automatically stored in the src/main/resources/logs/processed/ folder
    • Make sure the GloVe model is stored in the src/main/resources/trained_vectors/embeddings/ folder

      • If desired, the model can be serialized and stored as an object in a binary file by uncommenting lines 71-73 of the ModelReader class
    • If necessary - > cd p4p-log-simplifier

    • Set up the run configuration to run the LogSimplifier class with the following arguments:

      • -l <raw log> -m <model> -t 10
        • -l is the log file to process
        • -m is the GloVe model to use
        • -t is the number of threads to use
      • E.g. -l OrdonezB_Sensors_new.txt -m glove.6B.200d.txt -t 10
    • Run the file

    • The output will be saved to src/main/java/resources/logs/processed/<output_log>

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Exploration and Research into using GloVe for creating labels for event logs used in Process Mining. For BE (Hons) Research Project

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