Semantic Search System using Word Embeddings for query expansion

Miguel A. Silva-Fuentes, Hugo David Calderon Vilca, Edwin F. Calderon-Vilca, Flor C. Cárdenas-Marino

Resultado de la investigación: Capítulo del libro/informe/acta de congresoContribución a la conferenciarevisión exhaustiva

3 Citas (Scopus)

Resumen

In the present the amount of documents on the web has increased a lot, which has brought as a consequence that the terms that were previously necessary to find the information the user needs now end up being very vague and less precise. In this paper we focus on the use of word embeddings based on Word2Vec to implement another information retrieval system with semantical capabilities, what has been achieved in the present work is a new way of increasing the capabilities of a common search system(demonstrated by the increase in MAP and Precision).

Idioma originalInglés
Título de la publicación alojada2019 IEEE PES Conference on Innovative Smart Grid Technologies, ISGT Latin America 2019
EditorialInstitute of Electrical and Electronics Engineers Inc.
ISBN (versión digital)9781538695678
DOI
EstadoPublicada - sep 2019
Publicado de forma externa
Evento2019 IEEE PES Conference on Innovative Smart Grid Technologies, ISGT Latin America 2019 - Gramado, Brasil
Duración: 15 sep 201918 sep 2019

Serie de la publicación

Nombre2019 IEEE PES Conference on Innovative Smart Grid Technologies, ISGT Latin America 2019

Conferencia

Conferencia2019 IEEE PES Conference on Innovative Smart Grid Technologies, ISGT Latin America 2019
PaísBrasil
CiudadGramado
Período15/09/1918/09/19

Huella Profundice en los temas de investigación de 'Semantic Search System using Word Embeddings for query expansion'. En conjunto forman una huella única.

Citar esto