Variations of the Similarity Function of TextRank for Automated Summarization

Autores
Barrios, Federico; López, Federico; Argerich, Luis; Wachenchauzer, Rosita
Año de publicación
2015
Idioma
inglés
Tipo de recurso
documento de conferencia
Estado
versión publicada
Descripción
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.
Sociedad Argentina de Informática e Investigación Operativa (SADIO)
Materia
Ciencias Informáticas
Information Search and Retrieval
ranking functions
Nivel de accesibilidad
acceso abierto
Condiciones de uso
http://creativecommons.org/licenses/by-sa/3.0/
Repositorio
SEDICI (UNLP)
Institución
Universidad Nacional de La Plata
OAI Identificador
oai:sedici.unlp.edu.ar:10915/52082
Acceder
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network_acronym_str SEDICI
repository_id_str 1329
network_name_str SEDICI (UNLP)
spelling Variations of the Similarity Function of TextRank for Automated SummarizationBarrios, FedericoLópez, FedericoArgerich, LuisWachenchauzer, RositaCiencias InformáticasInformation Search and Retrievalranking functionsThis 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.Sociedad Argentina de Informática e Investigación Operativa (SADIO)2015-08info:eu-repo/semantics/conferenceObjectinfo:eu-repo/semantics/publishedVersionObjeto de conferenciahttp://purl.org/coar/resource_type/c_5794info:ar-repo/semantics/documentoDeConferenciaapplication/pdf65-72http://sedici.unlp.edu.ar/handle/10915/52082enginfo:eu-repo/semantics/altIdentifier/url/http://44jaiio.sadio.org.ar/sites/default/files/asai65-72.pdfinfo:eu-repo/semantics/altIdentifier/issn/2451-7585info:eu-repo/semantics/openAccesshttp://creativecommons.org/licenses/by-sa/3.0/Creative Commons Attribution-ShareAlike 3.0 Unported (CC BY-SA 3.0)reponame:SEDICI (UNLP)instname:Universidad Nacional de La Platainstacron:UNLP2025-10-15T10:57:01Zoai:sedici.unlp.edu.ar:10915/52082Institucionalhttp://sedici.unlp.edu.ar/Universidad públicaNo correspondehttp://sedici.unlp.edu.ar/oai/snrdalira@sedici.unlp.edu.arArgentinaNo correspondeNo correspondeNo correspondeopendoar:13292025-10-15 10:57:02.156SEDICI (UNLP) - Universidad Nacional de La Platafalse
dc.title.none.fl_str_mv Variations of the Similarity Function of TextRank for Automated Summarization
title Variations of the Similarity Function of TextRank for Automated Summarization
spellingShingle Variations of the Similarity Function of TextRank for Automated Summarization
Barrios, Federico
Ciencias Informáticas
Information Search and Retrieval
ranking functions
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
dc.creator.none.fl_str_mv Barrios, Federico
López, Federico
Argerich, Luis
Wachenchauzer, Rosita
author Barrios, Federico
author_facet Barrios, Federico
López, Federico
Argerich, Luis
Wachenchauzer, Rosita
author_role author
author2 López, Federico
Argerich, Luis
Wachenchauzer, Rosita
author2_role author
author
author
dc.subject.none.fl_str_mv Ciencias Informáticas
Information Search and Retrieval
ranking functions
topic Ciencias Informáticas
Information Search and Retrieval
ranking functions
dc.description.none.fl_txt_mv 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.
Sociedad Argentina de Informática e Investigación Operativa (SADIO)
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.
publishDate 2015
dc.date.none.fl_str_mv 2015-08
dc.type.none.fl_str_mv info:eu-repo/semantics/conferenceObject
info:eu-repo/semantics/publishedVersion
Objeto de conferencia
http://purl.org/coar/resource_type/c_5794
info:ar-repo/semantics/documentoDeConferencia
format conferenceObject
status_str publishedVersion
dc.identifier.none.fl_str_mv http://sedici.unlp.edu.ar/handle/10915/52082
url http://sedici.unlp.edu.ar/handle/10915/52082
dc.language.none.fl_str_mv eng
language eng
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info:eu-repo/semantics/altIdentifier/issn/2451-7585
dc.rights.none.fl_str_mv info:eu-repo/semantics/openAccess
http://creativecommons.org/licenses/by-sa/3.0/
Creative Commons Attribution-ShareAlike 3.0 Unported (CC BY-SA 3.0)
eu_rights_str_mv openAccess
rights_invalid_str_mv http://creativecommons.org/licenses/by-sa/3.0/
Creative Commons Attribution-ShareAlike 3.0 Unported (CC BY-SA 3.0)
dc.format.none.fl_str_mv application/pdf
65-72
dc.source.none.fl_str_mv reponame:SEDICI (UNLP)
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instname_str Universidad Nacional de La Plata
instacron_str UNLP
institution UNLP
repository.name.fl_str_mv SEDICI (UNLP) - Universidad Nacional de La Plata
repository.mail.fl_str_mv alira@sedici.unlp.edu.ar
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score 13.22299

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