Coupling Tableau Algorithms for Expressive Description Logics with Completion-Based Saturation Procedures

نویسندگان

  • Andreas Steigmiller
  • Birte Glimm
  • Thorsten Liebig
چکیده

Nowadays, saturation-based reasoners for the OWL EL profile are able to handle large ontologies such as SNOMED very efficiently. However, saturation-based reasoning procedures become incomplete if the ontology is extended with axioms that use features of more expressive Description Logics, e.g., disjunctions. Tableau-based procedures, on the other hand, are not limited to a specific OWL profile, but even highly optimised reasoners might not be efficient enough to handle large ontologies such as SNOMED. In this paper, we present an approach for tightly coupling tableauand saturation-based procedures that we implement in the OWL DL reasoner Konclude. Our detailed evaluation shows that this combination significantly improves the reasoning performance on a wide range of ontologies.

برای دانلود متن کامل این مقاله و بیش از 32 میلیون مقاله دیگر ابتدا ثبت نام کنید

ثبت نام

اگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید

منابع مشابه

Pay-As-You-Go Description Logic Reasoning by Coupling Tableau and Saturation Procedures

Nowadays, saturation-based reasoners for the OWL EL profile of the Web Ontology Language are able to handle large ontologies such as SNOMED very efficiently. However, it is currently unclear how saturation-based reasoning procedures can be extended to very expressive Description Logics such as SROIQ—the logical underpinning of the current and second iteration of the Web Ontology Language. Table...

متن کامل

Saturation-based Decision Procedures for Extensions of the Guarded Fragment

We apply the framework of Bachmair and Ganzinger for saturation-based theorem proving to derive a range of decision procedures for logical formalisms, starting with a simple terminological language EL, which allows for conjunction and existential restrictions only, and ending with extensions of the guarded fragment with equality, constants, functionality, number restrictions and compositional a...

متن کامل

Tableau-based Decision Procedures for Hybrid Logic

Hybrid logics are a principled generalization of both modal logics and description logics. It is well-known that various hybrid logics without binders are decidable, but decision procedures are usually not based on tableau systems, a kind of formal proof procedure that lends itself towards computer implementation. In this paper we give four different tableaubased decision procedures for a very ...

متن کامل

Completion Graph Caching for Expressive Description Logics

Reasoning in very expressive Description Logics (DLs) such as SROIQ is often hard since non-determinism, e.g., from disjunctions or cardinality restrictions, requires a case-by-case analysis and since a strict separation between intensional (TBox) and extensional (ABox) knowledge is not possible due to nominals. Current state-of-the-art reasoners for SROIQ are typically based on (hyper-)tableau...

متن کامل

Extended Caching and Backjumping for Expressive Description Logics

Due to the wide range of modelling constructs supported by the expressive DLSROIQ, the typically used tableau algorithms in competitive reasoning systems such as FaCT++ [16], HermiT,3 or Pellet [14] have a very high worst-case complexity. The development of tableau optimisations that help to achieve practical efficiency is, therefore, a longstanding challenge in DL research (see, e.g., [11, 17]...

متن کامل

ذخیره در منابع من


  با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید

برای دانلود متن کامل این مقاله و بیش از 32 میلیون مقاله دیگر ابتدا ثبت نام کنید

ثبت نام

اگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید

عنوان ژورنال:

دوره   شماره 

صفحات  -

تاریخ انتشار 2014