Variations of the Similarity Function of TextRank for Automated Summarization

This article presents new alternatives to the similarity function for the TextRank algorithm for automated summarization of texts. We describe the generalities of the algorithm and the different functions we propose. Some of these variants achieve a significative improvement using the same metrics...

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Detalles Bibliográficos
Autores principales:	Barrios, Federico, López, Federico, Argerich, Luis, Wachenchauzer, Rosita
Formato:	Objeto de conferencia
Lenguaje:	Inglés
Publicado:	2015
Materias:	Ciencias Informáticas Information Search and Retrieval ranking functions
Acceso en línea:	http://sedici.unlp.edu.ar/handle/10915/52082 http://44jaiio.sadio.org.ar/sites/default/files/asai65-72.pdf
Aporte de:	SEDICI (UNLP) de Universidad Nacional de La Plata

id	I19-R120-10915-52082
record_format	dspace
institution	Universidad Nacional de La Plata
institution_str	I-19
repository_str	R-120
collection	SEDICI (UNLP)
language	Inglés
topic	Ciencias Informáticas Information Search and Retrieval ranking functions
spellingShingle	Ciencias Informáticas Information Search and Retrieval ranking functions Barrios, Federico López, Federico Argerich, Luis Wachenchauzer, Rosita Variations of the Similarity Function of TextRank for Automated Summarization
topic_facet	Ciencias Informáticas Information Search and Retrieval ranking functions
description	This article presents new alternatives to the similarity function for the TextRank algorithm for automated summarization of texts. We describe the generalities of the algorithm and the different functions we propose. Some of these variants achieve a significative improvement using the same metrics and dataset as the original publication.
format	Objeto de conferencia Objeto de conferencia
author	Barrios, Federico López, Federico Argerich, Luis Wachenchauzer, Rosita
author_facet	Barrios, Federico López, Federico Argerich, Luis Wachenchauzer, Rosita
author_sort	Barrios, Federico
title	Variations of the Similarity Function of TextRank for Automated Summarization
title_short	Variations of the Similarity Function of TextRank for Automated Summarization
title_full	Variations of the Similarity Function of TextRank for Automated Summarization
title_fullStr	Variations of the Similarity Function of TextRank for Automated Summarization
title_full_unstemmed	Variations of the Similarity Function of TextRank for Automated Summarization
title_sort	variations of the similarity function of textrank for automated summarization
publishDate	2015
url	http://sedici.unlp.edu.ar/handle/10915/52082 http://44jaiio.sadio.org.ar/sites/default/files/asai65-72.pdf
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bdutipo_str	Repositorios
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Variations of the Similarity Function of TextRank for Automated Summarization

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