Ontologies and data management: a brief survey

T Schneider, M Šimkus - KI-Künstliche Intelligenz, 2020 - Springer
Abstract Information systems have to deal with an increasing amount of data that is
heterogeneous, unstructured, or incomplete. In order to align and complete data, systems …

Vlog: A rule engine for knowledge graphs

D Carral, I Dragoste, L González, C Jacobs… - The Semantic Web …, 2019 - Springer
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 …

Expressivity of planning with horn description logic ontologies

S Borgwardt, J Hoffmann, A Kovtunova… - Proceedings of the …, 2022 - ojs.aaai.org
State constraints in AI Planning globally restrict the legal environment states. Standard
planning languages make closed-domain and closed-world assumptions. Here we address …

[PDF][PDF] Chasing sets: How to use existential rules for expressive reasoning

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 …

Explaining ontology-mediated query answers using proofs over universal models

C Alrabbaa, S Borgwardt, P Koopmann… - … Joint Conference on …, 2022 - Springer
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 …

[PDF][PDF] Rewriting the description logic ALCHIQ to disjunctive existential rules

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 answering over unrestricted OWL 2 ontologies

F Igne, S Germano, I Horrocks - Semantic Web, 2023 - content.iospress.com
Conjunctive Query (CQ) answering is a primary reasoning task over knowledge bases.
However, when considering expressive description logics, query answering can be …

Efficient dependency analysis for rule-based ontologies

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 …

Counting queries in ontology-based data access

Q Maniere - 2022 - theses.hal.science
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 over datalog-expressible rule sets is undecidable

D Carral, L Larroque, M Thomazo - KR 2024-21st International …, 2024 - hal.science
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 …