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Measuring Key Performance Indicators for a Knowledge Graph

Avatar of Dr E.Dr E.
路Feb 09, 2023 02:46 PM

Is there a standard way to measure the performance of a KG? I.e Key Performance Indicators?

1 comment

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    • Avatar of Matthias S.
      Matthias S.
      路

      Hi Dr E., Though more focused on ontologies than KG, this paper (https://academic.oup.com/database/article/doi/10.1093/database/bay101/5116160#129407137) mention 4 evaluation approaches:

      • Golden standard-based evaluation

      • Application-based evaluation

      • Data-driven evaluation

      • Human evaluation

      I guess the "Application-based evaluation" might make more sense for KG. I hope it helps.

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