Querying Circumscribed Description Logic Knowledge Bases

Author:

Carsten Lutz, Quentin Manière, Robin Nolte

Keyword:

Computer Science, Artificial Intelligence, Artificial Intelligence (cs.AI), Computational Complexity (cs.CC), Logic in Computer Science (cs.LO)

journal:

date:

2023-06-06 16:00:00

Abstract

Circumscription is one of the main approaches for defining non-monotonic description logics (DLs). While the decidability and complexity of traditional reasoning tasks such as satisfiability of circumscribed DL knowledge bases (KBs) is well understood, for evaluating conjunctive queries (CQs) and unions thereof (UCQs), not even decidability had been established. In this paper, we prove decidability of (U)CQ evaluation on circumscribed DL KBs and obtain a rather complete picture of both the combined complexity and the data complexity, for DLs ranging from ALCHIO via EL to various versions of DL-Lite. We also study the much simpler atomic queries (AQs).

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