Bridging the gap within text-data analytics: a computer environment for data analysis in linguistic research

Since computer technology became widespread available at universities during the last quarter of the twentieth century, language researchers have been successfully employing software to analyse usage patterns in corpora. However, although there has been a proliferation of software for different disc...

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Main Author: Carlos Periñán-Pascual
Format: Article
Language:deu
Published: Universidad de Las Palmas de Gran Canaria 2017-12-01
Series:Revista de Lenguas para Fines Específicos
Subjects:
Online Access:https://ojsspdc.ulpgc.es/ojs/index.php/LFE/article/view/921
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spelling doaj-648ccfe5dd0c4d65a124254bb1f7686b2020-11-25T03:45:20ZdeuUniversidad de Las Palmas de Gran CanariaRevista de Lenguas para Fines Específicos1133-11272340-85612017-12-01232Bridging the gap within text-data analytics: a computer environment for data analysis in linguistic researchCarlos Periñán-Pascual0Universitat Politècnica de ValènciaSince computer technology became widespread available at universities during the last quarter of the twentieth century, language researchers have been successfully employing software to analyse usage patterns in corpora. However, although there has been a proliferation of software for different disciplines within text-data analytics, e.g. corpus linguistics, statistics, natural language processing and text mining, this article demonstrates that any computer environment intended to support advanced linguistic research more effectively should be grounded on a user-centred approach to holistically integrate cross-disciplinary methods and techniques in a linguist-friendly manner. To this end, I examine not only the tasks that are derived from linguists' needs and goals but also the technologies that appropriately deal with the properties of linguistic data. This research results in the implementation of DAMIEN, an online workbench designed to conduct linguistic experiments on corpora. https://ojsspdc.ulpgc.es/ojs/index.php/LFE/article/view/921text-data analyticscorpus linguisticstext miningsoftwareDAMIEN
collection DOAJ
language deu
format Article
sources DOAJ
author Carlos Periñán-Pascual
spellingShingle Carlos Periñán-Pascual
Bridging the gap within text-data analytics: a computer environment for data analysis in linguistic research
Revista de Lenguas para Fines Específicos
text-data analytics
corpus linguistics
text mining
software
DAMIEN
author_facet Carlos Periñán-Pascual
author_sort Carlos Periñán-Pascual
title Bridging the gap within text-data analytics: a computer environment for data analysis in linguistic research
title_short Bridging the gap within text-data analytics: a computer environment for data analysis in linguistic research
title_full Bridging the gap within text-data analytics: a computer environment for data analysis in linguistic research
title_fullStr Bridging the gap within text-data analytics: a computer environment for data analysis in linguistic research
title_full_unstemmed Bridging the gap within text-data analytics: a computer environment for data analysis in linguistic research
title_sort bridging the gap within text-data analytics: a computer environment for data analysis in linguistic research
publisher Universidad de Las Palmas de Gran Canaria
series Revista de Lenguas para Fines Específicos
issn 1133-1127
2340-8561
publishDate 2017-12-01
description Since computer technology became widespread available at universities during the last quarter of the twentieth century, language researchers have been successfully employing software to analyse usage patterns in corpora. However, although there has been a proliferation of software for different disciplines within text-data analytics, e.g. corpus linguistics, statistics, natural language processing and text mining, this article demonstrates that any computer environment intended to support advanced linguistic research more effectively should be grounded on a user-centred approach to holistically integrate cross-disciplinary methods and techniques in a linguist-friendly manner. To this end, I examine not only the tasks that are derived from linguists' needs and goals but also the technologies that appropriately deal with the properties of linguistic data. This research results in the implementation of DAMIEN, an online workbench designed to conduct linguistic experiments on corpora.
topic text-data analytics
corpus linguistics
text mining
software
DAMIEN
url https://ojsspdc.ulpgc.es/ojs/index.php/LFE/article/view/921
work_keys_str_mv AT carlosperinanpascual bridgingthegapwithintextdataanalyticsacomputerenvironmentfordataanalysisinlinguisticresearch
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