Description Logics with Fuzzy Concrete Domains
Artificial Intelligence
2012-07-09 v1 Logic in Computer Science
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
Cite
@article{arxiv.1207.1410,
title = {Description Logics with Fuzzy Concrete Domains},
author = {Umberto Straccia},
journal= {arXiv preprint arXiv:1207.1410},
year = {2012}
}
Comments
Appears in Proceedings of the Twenty-First Conference on Uncertainty in Artificial Intelligence (UAI2005)