Algorithms for reasoning in very expressive description logics under infinitely valued Godel semantics

作者：Borgwardt Stefan; Penaloza Rafael^*

来源：International Journal of Approximate Reasoning, 2017, 83: 60-101.

DOI：10.1016/j.ijar.2016.12.014

• Fuzzy description logics
• Godel fuzzy logic
• Mathematical fuzzy logic
• Tableau algorithm
• Fuzzy OWL 2

Fuzzy description logics (FDLs) are knowledge representation formalisms capable of dealing with imprecise knowledge by allowing intermediate membership degrees in the interpretation of concepts and roles. One option for dealing with these intermediate degrees is to use the so-called Godel semantics, under which conjunction is interpreted by the minimum of the degrees of the conjuncts. Despite its apparent simplicity, developing reasoning techniques for expressive FDLs under this semantics is a hard task.
In this paper, we introduce two new algorithms for reasoning in very expressive FDLs under Godel semantics. They combine the ideas of a previous automata-based algorithm for Godel FDLs with the known crispification and tableau approaches for FDL reasoning. The results are the two first practical algorithms capable of reasoning in infinitely valued FDLs supporting general concept inclusions.

• 出版日期2017-4