Abstract Knowledge graphs are crucial assets for tasks like query answering or data integration. These tasks can be viewed as reasoning problems, which in turn require …
State constraints in AI Planning globally restrict the legal environment states. Standard planning languages make closed-domain and closed-world assumptions. Here we address …
D Carral, I Dragoste, M Krötzsch, C Lewe - Description Logics, 2019 - iccl.inf.tu-dresden.de
We propose that modern existential rule reasoners can enable fully declarative implementations of rule-based inference methods in knowledge representation, in the sense …
In ontology-mediated query answering, access to incomplete data sources is mediated by a conceptual layer constituted by an ontology, which can be formulated in a description logic …
D Carral, M Krötzsch - Proceedings of the Twenty-Ninth International …, 2021 - ijcai.org
Especially in data-intensive settings, a promising reasoning approach for description logics (DLs) is to rewrite DL theories into sets of rules. Although many such approaches have been …
Conjunctive Query (CQ) answering is a primary reasoning task over knowledge bases. However, when considering expressive description logics, query answering can be …
L González, A Ivliev, M Krötzsch… - International Semantic Web …, 2022 - Springer
Several types of dependencies have been proposed for the static analysis of existential rule ontologies, promising insights about computational properties and possible practical uses of …
Ontology-mediated query answering (OMQA) is a promising approach to data access and integration that has been actively studied in the knowledge representation and database …
Ontology-based query answering is a problem that takes as input an ontology R (in our context, a set of existential rules), a set F of facts, and a Boolean conjunctive query (CQ) q …