A Comparative Study on Representation Formalism Adoption for Semantic Knowledge Retrieval in Agriculture using Open Research Knowledge Graph

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AudienciaPúblico en generales_ES
CoberturaMéxico[ 143]es_ES
Fecha de ingreso2026-10-05T16:34:59Z
Fecha de publicación2024-01-01
ResumenToday’s focus on machine understandable designs that capture real world or domain information is required for solving complex problems in agriculture. Question answering in this domain require a robust semantic knowledge retrieval system that is vast in that domain and adequately represented knowledge for accurate and efficient semantic reasoning. This work is aimed at carrying out a critical review on the various representation methods, implementation approaches, and evaluation tools adopted in conducting agriculture-based researches. The reviewed articles are collected in the domain of agriculture. Open Research Knowledge Graph (ORKG) is adopted for creating comparisons used in this critical review including that of representation methods for multilingual machine translations. Visualizations from these comparisons are used in answering some competency questions surrounding this work and communicating the various results from this research. The results show 63 % analytical implementation work of most researches conducted in agriculture domain and 23 % automated. Knowledge graphs is mostly adopted in locations other than India and Nigeria. The report shows a high level of usage of general evaluation metrices such as accuracy, precision and recall for knowledge graph and ontology representations, pointing knowledge engineers to more researches on specific evaluation tools which are only being considered by very few of these researches. This will enhance the semantic knowledge retrieval procedures in agricultural domains as well as knowledge representation and reasoning for Semantic Web.es_ES
URIhttps://riuat.uat.edu.mx/handle/123456789/6444
IdiomaInglés[20]es_ES
EditorialCEUR-WSes_ES
RelaciónCEUR Workshop Proceedingses_ES
URL relacionadohttps://www.scopus.com/pages/publications/105003728353?origin=resultslistes_ES
DerechosAcceso restringido / Suscripción (Metadatos de producción científica)es_ES
Licenciahttp://purl.org/coar/access_right/c_16eces_ES
FuenteCEUR Workshop Proceedings
Palabra clavecrop yield improvementes_ES
Palabra claveKnowledge representation and reasoninges_ES
Palabra clavemultilingualismes_ES
Palabra claverepresentation formalismes_ES
Palabra clavesemantic knowledge retrievales_ES
TítuloA Comparative Study on Representation Formalism Adoption for Semantic Knowledge Retrieval in Agriculture using Open Research Knowledge Graphes_ES
TipoPonenciaes_ES
ArbitradoHa sido Arbitradoes_ES
AutorUsip, Patience U.
AutorJohnson, Ekemini
AutorOrtiz-Rodriguez, Fernando
AutorIjebu, Funebi F.
AutorAkinkunmi, Babatunde O.
AutorUdo, Ifiok J.
AutorUsip, Usoro I.
AutorFakiyesi, Temitope
AutorAsuquo, Suzanlindsy
AutorAttah, Etim Ekpenyong
AutorUsip, Patience U.es_ES
AutorJohnson, Ekeminies_ES
AutorOrtiz-Rodriguez, Fernandoes_ES
AutorIjebu, Funebi F.es_ES
AutorAkinkunmi, Babatunde O.es_ES
AutorUdo, Ifiok J.es_ES
AutorUsip, Usoro I.es_ES
AutorFakiyesi, Temitopees_ES
AutorAsuquo, Suzanlindsyes_ES
AutorAttah, Etim Ekpenyonges_ES
InstituciónUniversidad Autónoma de Tamaulipas
InstituciónUniversidad Autónoma de Tamaulipases_ES
Rango de páginas14-25es_ES
URL relacionadahttps://www.scopus.com/pages/publications/105003728353?origin=resultslist
Tipo de artículoIndexado
Tipo de artículoIndexadoes_ES
Volumen3952es_ES

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