onto2problog: A Probabilistic Ontology-Mediated Querying System using Probabilistic Logic Programming

We present onto2problog, a tool that supports ontology-mediated querying of probabilistic data via probabilistic logic programming engines. Our tool supports conjunctive queries on probabilistic data under ontologies encoded in the description logic [Formula: see text] , thus capturing a large part...

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Detalles Bibliográficos
Autores principales: van Bremen, Timothy, Dries, Anton, Jung, Jean Christoph
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Springer Berlin Heidelberg 2020
Materias:
Systems Description
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7732808/
https://www.ncbi.nlm.nih.gov/pubmed/33343088
http://dx.doi.org/10.1007/s13218-020-00670-x
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author van Bremen, Timothy
Dries, Anton
Jung, Jean Christoph
author_facet van Bremen, Timothy
Dries, Anton
Jung, Jean Christoph
author_sort van Bremen, Timothy
collection PubMed
description We present onto2problog, a tool that supports ontology-mediated querying of probabilistic data via probabilistic logic programming engines. Our tool supports conjunctive queries on probabilistic data under ontologies encoded in the description logic [Formula: see text] , thus capturing a large part of the OWL 2 EL profile.
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spelling pubmed-77328082020-12-17 onto2problog: A Probabilistic Ontology-Mediated Querying System using Probabilistic Logic Programming van Bremen, Timothy Dries, Anton Jung, Jean Christoph Kunstliche Intell (Oldenbourg) Systems Description We present onto2problog, a tool that supports ontology-mediated querying of probabilistic data via probabilistic logic programming engines. Our tool supports conjunctive queries on probabilistic data under ontologies encoded in the description logic [Formula: see text] , thus capturing a large part of the OWL 2 EL profile. Springer Berlin Heidelberg 2020-06-06 2020 /pmc/articles/PMC7732808/ /pubmed/33343088 http://dx.doi.org/10.1007/s13218-020-00670-x Text en © The Author(s) 2020 Open AccessThis article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/.
spellingShingle Systems Description
van Bremen, Timothy
Dries, Anton
Jung, Jean Christoph
onto2problog: A Probabilistic Ontology-Mediated Querying System using Probabilistic Logic Programming
title onto2problog: A Probabilistic Ontology-Mediated Querying System using Probabilistic Logic Programming
title_full onto2problog: A Probabilistic Ontology-Mediated Querying System using Probabilistic Logic Programming
title_fullStr onto2problog: A Probabilistic Ontology-Mediated Querying System using Probabilistic Logic Programming
title_full_unstemmed onto2problog: A Probabilistic Ontology-Mediated Querying System using Probabilistic Logic Programming
title_short onto2problog: A Probabilistic Ontology-Mediated Querying System using Probabilistic Logic Programming
title_sort onto2problog: a probabilistic ontology-mediated querying system using probabilistic logic programming
topic Systems Description
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7732808/
https://www.ncbi.nlm.nih.gov/pubmed/33343088
http://dx.doi.org/10.1007/s13218-020-00670-x
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AT jungjeanchristoph onto2problogaprobabilisticontologymediatedqueryingsystemusingprobabilisticlogicprogramming

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