Run-time validation of knowledge-based systems

@inproceedings{Finlayson2013RuntimeVO,
  title={Run-time validation of knowledge-based systems},
  author={Angela Finlayson and Paul Compton},
  booktitle={K-CAP},
  year={2013}
}
As knowledge bases become more complex it is increasingly unlikely that they will have been validated against all possible data and therefore an increasing risk of making errors. Run-time validation is checking whether the output of a knowledge base for some data is likely to be correct at the time the data is processed. We have investigated various techniques for runtime validation. The most successful technique has been to constantly re-build a separate knowledge base using a different… CONTINUE READING

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