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

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....

Descripción completa

Detalles Bibliográficos
Autores: Ferreirone, Mariano, Lezoche, Mario, Torres, Diego, Panetto, Hervé
Tipo de recurso: artículo
Estado:Versión publicada
Fecha de publicación:2023
País:Argentina
Institución:Universidad Nacional de La Plata
Repositorio:SEDICI (UNLP)
Idioma:español
OAI Identifier:oai:sedici.unlp.edu.ar:10915/162127
Acceso en línea:http://sedici.unlp.edu.ar/handle/10915/162127
Access Level:acceso abierto
Palabra clave:Ciencias Informáticas
ontology
knowledge graph
OWL
RDF
knowledge representation
ontología
grafo de conocimiento
representación del conocimiento
Descripción
Sumario: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.