An approach based on open research knowledge graph for knowledge acquisition from scientific papers

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AudienciaPúblico en generales_ES
CoberturaMéxicoes_ES
Fecha de ingreso2026-10-05T16:32:31Z
Fecha de publicación2024-01-01
ResumenPurposeThis paper aims to curate open research knowledge graph (ORKG) with papers related to ontology learning and define an approach using ORKG as a computer-assisted tool to organize key-insights extracted from research papers.Design/methodology/approachAction research was used to explore, test and evaluate the use of the Open Research Knowledge Graph as a computer assistant tool for knowledge acquisition from scientific papers.FindingsTo extract, structure and describe research contributions, the granularity of information should be decided; to facilitate the comparison of scientific papers, one should design a common template that will be used to describe the state of the art of a domain.Originality/valueThis approach is currently used to document ``food information engineering,{''} ``tabular data to knowledge graph matching{''} and ``question answering{''} research problems and the ``neurosymbolic AI{''} domain. More than 200 papers are ingested in ORKG. From these papers, more than 800 contributions are documented and these contributions are used to build over 100 comparison tables. At the end of this work, we found that ORKG is a valuable tool that can reduce the working curve of state-of-the-art research.es_ES
Doihttps://doi.org/10.1108/el-06-2023-0154es_ES
URIhttps://riuat.uat.edu.mx/handle/123456789/4319
Idiomaenes_ES
EditorialEMERALD GROUP PUBLISHING LTDes_ES
RelaciónElectronic Libraryes_ES
URL relacionadohttps://doi.org/10.1108/el-06-2023-0154es_ES
DerechosAcceso restringido / Suscripción (Metadatos de producción científica)es_ES
Licenciahttp://purl.org/coar/access_right/c_16eces_ES
FuenteElectronic Library
Palabra claveDigital librarieses_ES
Palabra claveScientific paperses_ES
Palabra claveOpen research knowledge graphes_ES
Palabra claveKnowledge acquisitiones_ES
Palabra claveKnowledge management applicationses_ES
Palabra claveData and knowledge visualizationes_ES
TítuloAn approach based on open research knowledge graph for knowledge acquisition from scientific paperses_ES
TipoArtículoes_ES
ArbitradoHa sido Arbitradoes_ES
AutorJiomekong, Azanzi
AutorTiwari, Sanju
AutorJiomekong, Azanzies_ES
AutorTiwari, Sanjues_ES
InstituciónUniversidad Autónoma de Tamaulipas
InstituciónUniversidad Autónoma de Tamaulipases_ES
Número3, SIes_ES
Rango de páginas413-442es_ES
URL relacionadahttps://doi.org/10.1108/el-06-2023-0154
Tipo de artículoIndexado
Tipo de artículoIndexadoes_ES
Volumen42es_ES

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