A strategy for the integration of named entity extraction and linking results

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AudienciaPúblico en generales_ES
CoberturaMéxico[ 143]es_ES
Fecha de ingreso2026-10-05T16:35:04Z
Fecha de publicación2018-01-01
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/123456789/6505
IdiomaInglés[20]es_ES
EditorialCEUR-WSes_ES
RelaciónCEUR Workshop Proceedingses_ES
URL relacionadohttps://www.scopus.com/pages/publications/85047934158?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 claveEnsemble Extractores_ES
Palabra claveEntity Joininges_ES
Palabra claveEntity Linkinges_ES
Palabra claveNamed Entity Disambiguationes_ES
TítuloA strategy for the integration of named entity extraction and linking resultses_ES
TipoPonenciaes_ES
ArbitradoHa sido Arbitradoes_ES
AutorMartinez-Rodriguez, Jose L.
AutorHernandez, Julio
AutorLopez-Arevalo, Ivan
AutorRios-Alvarado, Ana B.
AutorMartinez-Rodriguez, Jose L.es_ES
AutorHernandez, Julioes_ES
AutorLopez-Arevalo, Ivanes_ES
AutorRios-Alvarado, Ana B.es_ES
InstituciónUniversidad Autónoma de Tamaulipas
InstituciónUniversidad Autónoma de Tamaulipases_ES
Rango de páginas13-20es_ES
URL relacionadahttps://www.scopus.com/pages/publications/85047934158?origin=resultslist
Tipo de artículoIndexado
Tipo de artículoIndexadoes_ES
Volumen2096es_ES

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