Rebuilding the Story of a Hero: Information Extraction in Ancient Argentinian Texts

Large amounts of ancient documents have become available in the last years, regarding Argentinian history. This fact turns possible to find interesting and useful aggregated information. This work proposes the application of Natural Language Processing, Text Mining and Visualization tools over Argen...

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Detalles Bibliográficos
Autores principales:	Xamena, Eduardo, Marmanillo, Walter Gabriel, Mechaca, Ana Lidia
Formato:	Objeto de conferencia
Lenguaje:	Inglés
Publicado:	2019
Materias:	Ciencias Informáticas Argentinian history Natural language processing TextMining Visualization Big document repositories
Acceso en línea:	http://sedici.unlp.edu.ar/handle/10915/87809
Aporte de:	SEDICI (UNLP) de Universidad Nacional de La Plata

id	I19-R120-10915-87809
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 Argentinian history Natural language processing TextMining Visualization Big document repositories
spellingShingle	Ciencias Informáticas Argentinian history Natural language processing TextMining Visualization Big document repositories Xamena, Eduardo Marmanillo, Walter Gabriel Mechaca, Ana Lidia Rebuilding the Story of a Hero: Information Extraction in Ancient Argentinian Texts
topic_facet	Ciencias Informáticas Argentinian history Natural language processing TextMining Visualization Big document repositories
description	Large amounts of ancient documents have become available in the last years, regarding Argentinian history. This fact turns possible to find interesting and useful aggregated information. This work proposes the application of Natural Language Processing, Text Mining and Visualization tools over Argentinian ancient document repositories. Conceptual maps and entity networks make up the first target of this preliminary paper. The first step is the normalization of OCR acquired books of General G¨uemes. Exploratory analyses reveal the presence of manifold spelling errors, due to the OCR acquisition process of the volumes. We propose smart automatic ways for overcoming this issue in the process of normalization. Besides, a first topic landscape of a subset of volumes is obtained and analysed, via Topic Modelling tools.
format	Objeto de conferencia Objeto de conferencia
author	Xamena, Eduardo Marmanillo, Walter Gabriel Mechaca, Ana Lidia
author_facet	Xamena, Eduardo Marmanillo, Walter Gabriel Mechaca, Ana Lidia
author_sort	Xamena, Eduardo
title	Rebuilding the Story of a Hero: Information Extraction in Ancient Argentinian Texts
title_short	Rebuilding the Story of a Hero: Information Extraction in Ancient Argentinian Texts
title_full	Rebuilding the Story of a Hero: Information Extraction in Ancient Argentinian Texts
title_fullStr	Rebuilding the Story of a Hero: Information Extraction in Ancient Argentinian Texts
title_full_unstemmed	Rebuilding the Story of a Hero: Information Extraction in Ancient Argentinian Texts
title_sort	rebuilding the story of a hero: information extraction in ancient argentinian texts
publishDate	2019
url	http://sedici.unlp.edu.ar/handle/10915/87809
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bdutipo_str	Repositorios
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Rebuilding the Story of a Hero: Information Extraction in Ancient Argentinian Texts

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