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One of the most severe limitations of the [[Semantic Web]] is its inability to deal with [[Uncertainty|uncertain knowledge]].
One of the most severe limitations of the [[Semantic Web]] is its inability to deal with [[Uncertainty|uncertain knowledge]].



Revision as of 18:02, 19 September 2016

One of the most severe limitations of the Semantic Web is its inability to deal with uncertain knowledge.

Probabilistic Semantics [1] extends the current semantic technology to overcome that limitation. However, due to its probabilistic approach, Probabilistic Semantics are able to describe only those uncertainties that can be quantified, namely they cannot model conceptual uncertainty.

References

  1. ^ Salvatore F. Pileggi, Probabilistic Semantics, International Conference on Computational Science (ICCS 2016), Procedia Computer Science, Volume 80, 2016, pp. 1834-1845. ISSN: 1877-0509.