Estrategia para la integración de enfoques para la extracción y enlazado de entidades nombradas

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AudienciaPúblico en generales_ES
CoberturaMéxicoes_ES
Fecha de ingreso2026-09-15T00:31:32Z
Fecha de publicación2018-02-09
ResumenThe extraction of named entities and their linking to a Semantic Web knowledge base is a task whose results support the process of extracting potentially useful elements of information from unstructured text. In the last decade, this task has been widely addressed with the aim of making possible the interconnection, exchange, and query of data on the Semantic Web. In this sense, several approaches based on the idea of ensemble methods (like those in Machine Learning) have been proposed to combine distinct named entity extraction and linking techniques in order to get better results than using a single such technique. Although the idea is to exploit features provided by diverse approaches to extract and link named entities from text, there are some issues to solve for integrating their results (e.g., heterogeneous output, duplicated entities). In this paper, we propose a strategy to integrate the output provided by some entity extraction and linking tools in an ensemble-like scheme. For such purpose, we consider steps for collecting and merging results supported by filtering decisions to overcome issues such as duplicated and/or overlapped entities. The results showed an increased performance in terms of the F-measure compared to isolated approaches.es_ES
URIhttps://riuat.uat.edu.mx/handle/123456789/3233
Idiomaeses_ES
RelaciónXV Congreso Internacional de Información Info'2018es_ES
URL relacionadohttp://www.congreso-info.cu/index.php/info/info2018/paper/download/893/586es_ES
DerechosAcceso restringido / Suscripción (Metadatos de producción científica)es_ES
Licenciahttp://purl.org/coar/access_right/c_16eces_ES
FuenteXV Congreso Internacional de Información Info'2018
Palabra claveComputer sciencees_ES
Palabra claveTask (project management)es_ES
Palabra claveExploites_ES
Palabra claveSemantic Webes_ES
Palabra claveInformation extractiones_ES
Palabra claveProcess (computing)es_ES
Palabra claveData mininges_ES
Palabra claveArtificial intelligencees_ES
Palabra claveInformation retrievales_ES
ClasificaciónSemantic Web and Ontologieses_ES
TítuloEstrategia para la integración de enfoques para la extracción y enlazado de entidades nombradases_ES
TipoArtículoes_ES
ArbitradoHa sido Arbitradoes_ES
AutorRodriguez, José Lázaro Martinez
AutorRíos-Alvarado, Ana B.
AutorTorres, Julio Noe Hernández
AutorLópez-Arévalo, Iván
AutorRodriguez, José Lázaro Martinezes_ES
AutorRíos-Alvarado, Ana B.es_ES
AutorTorres, Julio Noe Hernándezes_ES
AutorLópez-Arévalo, Ivánes_ES
InstituciónUniversidad Autónoma de Tamaulipas
InstituciónUniversidad Autónoma de Tamaulipases_ES
URL relacionadahttp://www.congreso-info.cu/index.php/info/info2018/paper/download/893/586
Tipo de artículoIndexado
Tipo de artículoIndexadoes_ES

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