Intelligent automatic generation of text summaries with Soft Computing techniques

This thesis develops two different strategies to build automatic summaries of texts using Soft Computing techniques. The first uses a Particle Swarm Optimization technique that, from the vectorial representation of the texts, constructs an extractive summary combining adequately several punctuation...

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Detalles Bibliográficos
Autor principal: Villa Monte, Augusto
Formato: Articulo Revision
Lenguaje:Español
Publicado: 2019
Materias:
Ciencias Informáticas
soft computing
summaries of texts
Acceso en línea:http://sedici.unlp.edu.ar/handle/10915/74468
Aporte de:
SEDICI (UNLP) de Universidad Nacional de La Plata
id I19-R120-10915-74468
record_format dspace
institution Universidad Nacional de La Plata
institution_str I-19
repository_str R-120
collection SEDICI (UNLP)
language Español
topic Ciencias Informáticas
soft computing
summaries of texts
spellingShingle Ciencias Informáticas
soft computing
summaries of texts
Villa Monte, Augusto
Intelligent automatic generation of text summaries with Soft Computing techniques
topic_facet Ciencias Informáticas
soft computing
summaries of texts
description This thesis develops two different strategies to build automatic summaries of texts using Soft Computing techniques. The first uses a Particle Swarm Optimization technique that, from the vectorial representation of the texts, constructs an extractive summary combining adequately several punctuation metrics. The second strategy is related to the study of causality inspired with the management of uncertainty by the Fuzzy Logic. Here, the analysis of the texts is carried out through the construction of a graph by means of which the most important causal relationships are obtained together with the temporal restrictions that affect their interpretation. Both strategies fundamentally imply the classification of the information and reduce the volume of the text considering the recipient of the summary constructed in each case.
format Articulo
Revision
author Villa Monte, Augusto
author_facet Villa Monte, Augusto
author_sort Villa Monte, Augusto
title Intelligent automatic generation of text summaries with Soft Computing techniques
title_short Intelligent automatic generation of text summaries with Soft Computing techniques
title_full Intelligent automatic generation of text summaries with Soft Computing techniques
title_fullStr Intelligent automatic generation of text summaries with Soft Computing techniques
title_full_unstemmed Intelligent automatic generation of text summaries with Soft Computing techniques
title_sort intelligent automatic generation of text summaries with soft computing techniques
publishDate 2019
url http://sedici.unlp.edu.ar/handle/10915/74468
work_keys_str_mv AT villamonteaugusto intelligentautomaticgenerationoftextsummarieswithsoftcomputingtechniques
bdutipo_str Repositorios
_version_ 1764820483731095553

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