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

[EN] 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...

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Author: Periñán-Pascual, Carlos|||0000-0002-6483-4712
Format: article
Publication Date:2017
Country:España
Institution:Universitat Politècnica de València (UPV)
Repository:RiuNet. Repositorio Institucional de la Universitat Politécnica de Valéncia
Language:English
OAI Identifier:oai:riunet.upv.es:10251/104002
Online Access:https://riunet.upv.es/handle/10251/104002
Access Level:Open access
Keyword:Text-data analytics
Corpus linguistics
Text mining
Software
DAMIEN
FILOLOGIA INGLESA
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oai_identifier_str oai:riunet.upv.es:10251/104002
network_acronym_str ES
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spelling Bridging the gap within text-data analytics: A computer environment for data analysis in linguistic researchPeriñán-Pascual, Carlos|||0000-0002-6483-4712Text-data analyticsCorpus linguisticsText miningSoftwareDAMIENFILOLOGIA INGLESA[EN] 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.Financial support for this research has been provided by the DGI, Spanish Ministry of Education and Science, grant FFI2014-53788-C3-1-P.Serv. Publicaciones de la Universidad de Las Palmas de Gran CanariaDepartamento de Lingüística AplicadaEscuela Politécnica Superior de GandiaGrupo de Análisis de las Lenguas de Especialidad (GALE)Ministerio de Economía y CompetitividadRepositorio Institucional de la Universitat Politècnica de València Riunet20172017-01-01journal articlehttp://purl.org/coar/resource_type/c_6501VoRhttp://purl.org/coar/version/c_970fb48d4fbd8a85info:eu-repo/semantics/articleapplication/pdfhttps://riunet.upv.es/handle/10251/104002reponame:RiuNet. Repositorio Institucional de la Universitat Politécnica de Valénciainstname:Universitat Politècnica de València (UPV)InglésengMinisterio de Economía y Competitividad http://dx.doi.org/10.13039/501100003329 FFI2014-53788-C3-1-P DESARROLLO DE UN LABORATORIO VIRTUAL PARA EL PROCESAMIENTO COMPUTACIONAL DEL LENGUAJE NATURAL DESDE UN PARADIGMA FUNCIONALopen accesshttp://purl.org/coar/access_right/c_abf2Reconocimiento - No comercial - Sin obra derivada (by-nc-nd) http://creativecommons.org/licenses/by-nc-nd/4.0/info:eu-repo/semantics/openAccessoai:riunet.upv.es:10251/1040022026-06-13T07:49:27Z
dc.title.none.fl_str_mv Bridging the gap within text-data analytics: A computer environment for data analysis in linguistic research
title Bridging the gap within text-data analytics: A computer environment for data analysis in linguistic research
spellingShingle Bridging the gap within text-data analytics: A computer environment for data analysis in linguistic research
Periñán-Pascual, Carlos|||0000-0002-6483-4712
Text-data analytics
Corpus linguistics
Text mining
Software
DAMIEN
FILOLOGIA INGLESA
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
dc.creator.none.fl_str_mv Periñán-Pascual, Carlos|||0000-0002-6483-4712
author Periñán-Pascual, Carlos|||0000-0002-6483-4712
author_facet Periñán-Pascual, Carlos|||0000-0002-6483-4712
author_role author
dc.contributor.none.fl_str_mv Departamento de Lingüística Aplicada
Escuela Politécnica Superior de Gandia
Grupo de Análisis de las Lenguas de Especialidad (GALE)
Ministerio de Economía y Competitividad
Repositorio Institucional de la Universitat Politècnica de València Riunet
dc.subject.none.fl_str_mv Text-data analytics
Corpus linguistics
Text mining
Software
DAMIEN
FILOLOGIA INGLESA
topic Text-data analytics
Corpus linguistics
Text mining
Software
DAMIEN
FILOLOGIA INGLESA
description [EN] 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.
publishDate 2017
dc.date.none.fl_str_mv 2017
2017-01-01
dc.type.none.fl_str_mv journal article
http://purl.org/coar/resource_type/c_6501
VoR
http://purl.org/coar/version/c_970fb48d4fbd8a85
dc.type.openaire.fl_str_mv info:eu-repo/semantics/article
format article
dc.identifier.none.fl_str_mv https://riunet.upv.es/handle/10251/104002
url https://riunet.upv.es/handle/10251/104002
dc.language.none.fl_str_mv Inglés
eng
language_invalid_str_mv Inglés
language eng
dc.relation.none.fl_str_mv Ministerio de Economía y Competitividad http://dx.doi.org/10.13039/501100003329 FFI2014-53788-C3-1-P DESARROLLO DE UN LABORATORIO VIRTUAL PARA EL PROCESAMIENTO COMPUTACIONAL DEL LENGUAJE NATURAL DESDE UN PARADIGMA FUNCIONAL
dc.rights.none.fl_str_mv open access
http://purl.org/coar/access_right/c_abf2
Reconocimiento - No comercial - Sin obra derivada (by-nc-nd)
http://creativecommons.org/licenses/by-nc-nd/4.0/
dc.rights.openaire.fl_str_mv info:eu-repo/semantics/openAccess
rights_invalid_str_mv open access
http://purl.org/coar/access_right/c_abf2
Reconocimiento - No comercial - Sin obra derivada (by-nc-nd)
http://creativecommons.org/licenses/by-nc-nd/4.0/
eu_rights_str_mv openAccess
dc.format.none.fl_str_mv application/pdf
dc.publisher.none.fl_str_mv Serv. Publicaciones de la Universidad de Las Palmas de Gran Canaria
publisher.none.fl_str_mv Serv. Publicaciones de la Universidad de Las Palmas de Gran Canaria
dc.source.none.fl_str_mv reponame:RiuNet. Repositorio Institucional de la Universitat Politécnica de Valéncia
instname:Universitat Politècnica de València (UPV)
instname_str Universitat Politècnica de València (UPV)
reponame_str RiuNet. Repositorio Institucional de la Universitat Politécnica de Valéncia
collection RiuNet. Repositorio Institucional de la Universitat Politécnica de Valéncia
repository.name.fl_str_mv
repository.mail.fl_str_mv
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score 15,300719

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