English

A Distance-based Paraconsistent Semantics for DL-Lite

Artificial Intelligence 2015-06-04 v3

Abstract

DL-Lite is an important family of description logics. Recently, there is an increasing interest in handling inconsistency in DL-Lite as the constraint imposed by a TBox can be easily violated by assertions in ABox in DL-Lite. In this paper, we present a distance-based paraconsistent semantics based on the notion of feature in DL-Lite, which provides a novel way to rationally draw meaningful conclusions even from an inconsistent knowledge base. Finally, we investigate several important logical properties of this entailment relation based on the new semantics and show its promising advantages in non-monotonic reasoning for DL-Lite.

Keywords

Cite

@article{arxiv.1301.2005,
  title  = {A Distance-based Paraconsistent Semantics for DL-Lite},
  author = {Xiaowang Zhang and Kewen Wang and Zhe Wang and Yue Ma and Guilin Qi},
  journal= {arXiv preprint arXiv:1301.2005},
  year   = {2015}
}

Comments

17 pages

R2 v1 2026-06-21T23:06:56.483Z