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Efficient TBox Reasoning with Value Restrictions using the ${\cal F}{{\cal L}_0}$ wer Reasoner.

Authors :
BAADER, FRANZ
KOOPMANN, PATRICK
MICHEL, FRIEDRICH
TURHAN, ANNI-YASMIN
ZARRIESS, BENJAMIN
Source :
Theory & Practice of Logic Programming; Mar2022, Vol. 22 Issue 2, p162-192, 31p
Publication Year :
2022

Abstract

The inexpressive Description Logic (DL) ${\cal F}{{\cal L}_0}$ , which has conjunction and value restriction as its only concept constructors, had fallen into disrepute when it turned out that reasoning in ${\cal F}{{\cal L}_0}$ w.r.t. general TBoxes is ExpTime-complete, that is, as hard as in the considerably more expressive logic ${\cal A}{\cal L}{\cal C}$. In this paper, we rehabilitate ${\cal F}{{\cal L}_0}$ by presenting a dedicated subsumption algorithm for ${\cal F}{{\cal L}_0}$ , which is much simpler than the tableau-based algorithms employed by highly optimized DL reasoners. Our experiments show that the performance of our novel algorithm, as prototypically implemented in our ${\cal F}{{\cal L}_0}$ wer reasoner, compares very well with that of the highly optimized reasoners. ${\cal F}{{\cal L}_0}$ wer can also deal with ontologies written in the extension ${\cal F}{{\cal L}_ \bot }$ of ${\cal F}{{\cal L}_0}$ with the top and the bottom concept by employing a polynomial-time reduction, shown in this paper, which eliminates top and bottom. We also investigate the complexity of reasoning in DLs related to the Horn-fragments of ${\cal F}{{\cal L}_0}$ and ${\cal F}{{\cal L}_ \bot }$. [ABSTRACT FROM AUTHOR]

Subjects

Subjects :
DESCRIPTION logics
LOGIC
ALGORITHMS

Details

Language :
English
ISSN :
14710684
Volume :
22
Issue :
2
Database :
Complementary Index
Journal :
Theory & Practice of Logic Programming
Publication Type :
Academic Journal
Accession number :
158785636
Full Text :
https://doi.org/10.1017/S1471068421000466