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Systematic-Dataset-Review: from Linked Dataset Discoverability to their FAIRness

Repository structure

The CHe_cloud_generator/src folder contains:

  • The Python code used to generate the CHeCLOUD based on the annotations provided by the two researchers, as well as the code for the experiment using the keywords extracted from the SLR and that for the LLMs.
  • The evaluate_fairness.py script, which enables the computation of dataset fairness based on the results from KGHeartBeat.

The CHe_cloud_generator/data folder contains:

  • The keyword_from_SLR folder, which includes the keywords extracted from the papers identified using an SLR approach. These keywords were used to automatically categorize the datasets in the LOD cloud.

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