Transformations on knowledge representation between OWL and RDF knowledge graphs: a study case

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Is well known that the semantic web is having a tremendous impact on many aspects of the world and that it’s a wave that is far away from going down. Ontology and Knowledge graphs are two methods of knowledge representation that are part of the basis of this wave, and both have their pros and cons....

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Autores principales: Ferreirone, Mariano, Lezoche, Mario, Torres, Diego, Panetto, Hervé
Formato: Articulo
Lenguaje:Español
Publicado: 2023
Materias:
Ciencias Informáticas
ontology
knowledge graph
OWL
RDF
knowledge representation
ontología
grafo de conocimiento
representación del conocimiento
Acceso en línea:http://sedici.unlp.edu.ar/handle/10915/162127
Aporte de:
SEDICI (UNLP) de Universidad Nacional de La Plata
id I19-R120-10915-162127
record_format dspace
spelling I19-R120-10915-1621272024-02-22T18:03:51Z http://sedici.unlp.edu.ar/handle/10915/162127 Transformations on knowledge representation between OWL and RDF knowledge graphs: a study case Transformaciones en la representación del conocimiento entre grafos de conocimiento OWL y RDF: un caso de estudio Ferreirone, Mariano Lezoche, Mario Torres, Diego Panetto, Hervé 2023-12 2023-12-29T15:45:54Z es Ciencias Informáticas ontology knowledge graph OWL RDF knowledge representation ontología grafo de conocimiento representación del conocimiento Is well known that the semantic web is having a tremendous impact on many aspects of the world and that it’s a wave that is far away from going down. Ontology and Knowledge graphs are two methods of knowledge representation that are part of the basis of this wave, and both have their pros and cons. In this work, there is an analysis over the relation between a rigid schema knowledge representation as OWL, and a simple and more flexible one like RDF. This is based on the attempt of transforming an OWL knowledge graph into an RDF knowledge graph, taking into account the interesting possibility of combining knowledge graphs that were created with different levels of schema formalization. The work also presents a case of study on the chess domain. Es bien sabido que la web semántica está teniendo un tremendo impacto en muchos aspectos del mundo y que es una ola que está lejos de bajar. La ontología y los grafos de conocimiento son dos métodos de representación del conocimiento que forman parte de la base de esta ola, y ambos tienen sus pros y sus contras. En este trabajo, se hace un análisis sobre la relación entre una representación de conocimiento de esquema rígido como OWL, y una simple y más flexible como RDF. Esto se basa en el intento de transformar un grafo de conocimiento OWL en un grafo de conocimiento RDF, teniendo en cuenta la interesante posibilidad de combinar grafos de conocimiento que fueron creados con diferentes niveles de formalización de esquemas. El trabajo también presenta un caso de estudio sobre el dominio del ajedrez. This paper is partially supported by funding provided by the STIC AmSud program, Project 22STIC-01. Sociedad Argentina de Informática e Investigación Operativa Articulo Articulo http://creativecommons.org/licenses/by-nc-sa/4.0/ Creative Commons Attribution-NonCommercial-ShareAlike 4.0 International (CC BY-NC-SA 4.0) application/pdf
institution Universidad Nacional de La Plata
institution_str I-19
repository_str R-120
collection SEDICI (UNLP)
language Español
topic Ciencias Informáticas
ontology
knowledge graph
OWL
RDF
knowledge representation
ontología
grafo de conocimiento
representación del conocimiento
spellingShingle Ciencias Informáticas
ontology
knowledge graph
OWL
RDF
knowledge representation
ontología
grafo de conocimiento
representación del conocimiento
Ferreirone, Mariano
Lezoche, Mario
Torres, Diego
Panetto, Hervé
Transformations on knowledge representation between OWL and RDF knowledge graphs: a study case
topic_facet Ciencias Informáticas
ontology
knowledge graph
OWL
RDF
knowledge representation
ontología
grafo de conocimiento
representación del conocimiento
description Is well known that the semantic web is having a tremendous impact on many aspects of the world and that it’s a wave that is far away from going down. Ontology and Knowledge graphs are two methods of knowledge representation that are part of the basis of this wave, and both have their pros and cons. In this work, there is an analysis over the relation between a rigid schema knowledge representation as OWL, and a simple and more flexible one like RDF. This is based on the attempt of transforming an OWL knowledge graph into an RDF knowledge graph, taking into account the interesting possibility of combining knowledge graphs that were created with different levels of schema formalization. The work also presents a case of study on the chess domain.
format Articulo
Articulo
author Ferreirone, Mariano
Lezoche, Mario
Torres, Diego
Panetto, Hervé
author_facet Ferreirone, Mariano
Lezoche, Mario
Torres, Diego
Panetto, Hervé
author_sort Ferreirone, Mariano
title Transformations on knowledge representation between OWL and RDF knowledge graphs: a study case
title_short Transformations on knowledge representation between OWL and RDF knowledge graphs: a study case
title_full Transformations on knowledge representation between OWL and RDF knowledge graphs: a study case
title_fullStr Transformations on knowledge representation between OWL and RDF knowledge graphs: a study case
title_full_unstemmed Transformations on knowledge representation between OWL and RDF knowledge graphs: a study case
title_sort transformations on knowledge representation between owl and rdf knowledge graphs: a study case
publishDate 2023
url http://sedici.unlp.edu.ar/handle/10915/162127
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