Uncertainty in Artificial Intelligence
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Description Logics with Fuzzy Concrete Domains
Umberto Straccia
Abstract:
We present a fuzzy version of description logics with concrete domains. Main features are: (i) concept constructors are based on t-norm, t-conorm, negation and implication; (ii) concrete domains are fuzzy sets; (iii) fuzzy modifiers are allowed; and (iv) the reasoning algorithm is based on a mixture of completion rules and bounded mixed integer programming.
Keywords:
Pages: 559-567
PS Link:
PDF Link: /papers/05/p559-straccia.pdf
BibTex:
@INPROCEEDINGS{Straccia05,
AUTHOR = "Umberto Straccia ",
TITLE = "Description Logics with Fuzzy Concrete Domains",
BOOKTITLE = "Proceedings of the Twenty-First Conference Annual Conference on Uncertainty in Artificial Intelligence (UAI-05)",
PUBLISHER = "AUAI Press",
ADDRESS = "Arlington, Virginia",
YEAR = "2005",
PAGES = "559--567"
}


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