NLP and the representation of data on the semantic web

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AudienciaPúblico en generales_ES
CoberturaMéxicoes_ES
Fecha de ingreso2026-10-05T16:34:05Z
Fecha de publicación2020-01-01
ResumenOne of the goals of data scientists and curators is to get information (contained in text) organized and integrated in a way that can be easily consumed by people and machines. A starting point for such a goal is to get a model to represent the information. This model should ease to obtain knowledge semantically (e.g., using reasoners and inferencing rules). In this sense, the Semantic Web is focused on representing the information through the Resource Description Framework (RDF) model, in which the triple (sub¬ject, predicate, object) is the basic unit of information. In this context, the natural language processing (NLP) field has been a cornerstone in the identification of elements that can be represented by triples of the Semantic Web. However, existing approaches for the representation of RDF triples from texts use diverse techniques and tasks for such purpose, which complicate the understanding of the process by non-expert users. This chapter aims to discuss the main concepts involved in the representation of the information through the Semantic Web and the NLP fields.es_ES
Doihttps://doi.org/10.4018/978-1-7998-4730-4.ch019es_ES
ISBN978-179984731-1; 978-179984730-4es_ES
URIhttps://riuat.uat.edu.mx/handle/123456789/5862
Idiomaenes_ES
EditorialIGI Globales_ES
RelaciónHandbook of Research on Natural Language Processing and Smart Service Systemses_ES
URL relacionadohttps://doi.org/10.4018/978-1-7998-4730-4.ch019es_ES
DerechosAcceso restringido / Suscripción (Metadatos de producción científica)es_ES
Licenciahttp://purl.org/coar/access_right/c_16eces_ES
FuenteHandbook of Research on Natural Language Processing and Smart Service Systems
TítuloNLP and the representation of data on the semantic webes_ES
TipoCapítulo Libroes_ES
ArbitradoHa sido Arbitradoes_ES
AutorMartinez-Rodriguez, Jose L.
AutorLopez-Arevalo, Ivan
AutorLopez-Veyna, Jaime I.
AutorRios-Alvarado, Ana B.
AutorAldana-Bobadilla, Edwin
AutorMartinez-Rodriguez, Jose L.es_ES
AutorLopez-Arevalo, Ivanes_ES
AutorLopez-Veyna, Jaime I.es_ES
AutorRios-Alvarado, Ana B.es_ES
AutorAldana-Bobadilla, Edwines_ES
InstituciónUniversidad Autónoma de Tamaulipas
InstituciónUniversidad Autónoma de Tamaulipases_ES
Rango de páginas393-426es_ES
URL relacionadahttps://doi.org/10.4018/978-1-7998-4730-4.ch019
Tipo de artículoIndexado
Tipo de artículoIndexadoes_ES

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