RDFox: A highly-scalable RDF store

Y Nenov, R Piro, B Motik, I Horrocks, Z Wu… - The Semantic Web …, 2015 - Springer
We present RDFox—a main-memory, scalable, centralised RDF store that supports
materialisation-based parallel datalog reasoning and SPARQL query answering. RDFox …

Column-oriented datalog materialization for large knowledge graphs

J Urbani, C Jacobs, M Krötzsch - … of the AAAI Conference on Artificial …, 2016 - ojs.aaai.org
The evaluation of Datalog rules over large Knowledge Graphs (KGs) is essential for many
applications. In this paper, we present a new method of materializing Datalog inferences …

[HTML][HTML] Maintenance of datalog materialisations revisited

B Motik, Y Nenov, R Piro, I Horrocks - Artificial Intelligence, 2019 - Elsevier
Datalog is a rule-based formalism that can axiomatise recursive properties such as
reachability and transitive closure. Datalog implementations often materialise (ie …

Efficient model construction for Horn logic with VLog: System description

J Urbani, M Krötzsch, C Jacobs, I Dragoste… - … 2018, Held as Part of the …, 2018 - Springer
We extend the Datalog engine VLog to develop a column-oriented implementation of the
skolem and the restricted chase–two variants of a sound and complete algorithm used for …

The delay and window size problems in rule-based stream reasoning

A Ronca, M Kaminski, BC Grau, I Horrocks - Artificial Intelligence, 2022 - Elsevier
In recent years, there has been an increasing interest in extending stream processing
engines with rule-based temporal reasoning capabilities. To ensure correctness, such …

[PDF][PDF] The combined approach to query answering in Horn-ALCHOIQ

D Carral, I Dragoste, M Krötzsch - Sixteenth International Conference …, 2018 - cdn.aaai.org
Combined approaches have become a successful technique for solving conjunctive query
(CQ) answering over description logics (DL) ontologies. Nevertheless, existing approaches …

[HTML][HTML] Modular materialisation of datalog programs

P Hu, B Motik, I Horrocks - Artificial Intelligence, 2022 - Elsevier
Answering queries over large datasets extended with Datalog rules plays a key role in
numerous data management applications, and it has been implemented in several highly …

Goal-Driven Query Answering over First-and Second-Order Dependencies with Equality

E Tsamoura, B Motik - arxiv preprint arxiv:2412.09125, 2024 - arxiv.org
Query answering over data with dependencies plays a central role in most applications of
dependencies. The problem is commonly solved by using a suitable variant of the chase …

Efficient temporal reasoning on streams of events with dotr

A Margara, G Cugola, D Collavini… - The Semantic Web: 15th …, 2018 - Springer
Many ICT applications need to make sense of large volumes of streaming data to detect
situations of interest and enable timely reactions. Stream Reasoning (SR) aims to combine …

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 …