English

Description Logics with Abstraction and Refinement

Artificial Intelligence 2023-10-23 v3 Logic in Computer Science

Abstract

Ontologies often require knowledge representation on multiple levels of abstraction, but description logics (DLs) are not well-equipped for supporting this. We propose an extension of DLs in which abstraction levels are first-class citizens and which provides explicit operators for the abstraction and refinement of concepts and roles across multiple abstraction levels, based on conjunctive queries. We prove that reasoning in the resulting family of DLs is decidable while several seemingly harmless variations turn out to be undecidable. We also pinpoint the precise complexity of our logics and several relevant fragments.

Keywords

Cite

@article{arxiv.2306.03717,
  title  = {Description Logics with Abstraction and Refinement},
  author = {Carsten Lutz and Lukas Schulze},
  journal= {arXiv preprint arXiv:2306.03717},
  year   = {2023}
}

Comments

25 pages, Long version of paper accepted at KR 2023

R2 v1 2026-06-28T10:57:51.732Z