Improving academic writing with a method for text revision supported by text mining

Bibliographic Details
Main Author: Oliveira, Simone de
Publication Date: 2022
Other Authors: Reategui, Eliseo Berni, Barcellos, Patrícia da Silva Campelo Costa, Bigolin, Marcio, Carniato, Michel
Format: Article
Language: eng
Source: Repositório Institucional da UFRGS
Download full: http://hdl.handle.net/10183/255945
Summary: In spite of the undisputed importance of writing, especially in the learning context of higher education, we still find many students with difficul-ties to write, present arguments, and keep their writing coherent. Therefore, this research aims to investigate how a learning tool with text mining functions can support students in the process of academic writing, based on certain criteria for text analysis. A quasi-experimental study with control and experimental groups was carried out in order to evaluate the tool’s capacity to help students revise and improve their texts. The experimental group had access to the mining tool, which guided them in the revision of global features of their texts according to four principles: continuity, congruency, progression and non-contradiction. A group of lecturers corrected the students’ tasks using the same correction grid. Results showed that the students who used the mining tool achieved higher grades when compared to the students who did not use it. Providing one-to-one support for the revision of certain text facets at the global level has been one of the main contributions of this research.
id UFRGS-2_1ff6c6a5191c6c8c557eadd6556989f2
oai_identifier_str oai:www.lume.ufrgs.br:10183/255945
network_acronym_str UFRGS-2
network_name_str Repositório Institucional da UFRGS
repository_id_str
spelling Oliveira, Simone deReategui, Eliseo BerniBarcellos, Patrícia da Silva Campelo CostaBigolin, MarcioCarniato, Michel2023-03-18T03:31:55Z20221863-0383http://hdl.handle.net/10183/255945001163569In spite of the undisputed importance of writing, especially in the learning context of higher education, we still find many students with difficul-ties to write, present arguments, and keep their writing coherent. Therefore, this research aims to investigate how a learning tool with text mining functions can support students in the process of academic writing, based on certain criteria for text analysis. A quasi-experimental study with control and experimental groups was carried out in order to evaluate the tool’s capacity to help students revise and improve their texts. The experimental group had access to the mining tool, which guided them in the revision of global features of their texts according to four principles: continuity, congruency, progression and non-contradiction. A group of lecturers corrected the students’ tasks using the same correction grid. Results showed that the students who used the mining tool achieved higher grades when compared to the students who did not use it. Providing one-to-one support for the revision of certain text facets at the global level has been one of the main contributions of this research.application/pdfengInternational Journal of Emerging Technologies in Learning. Vienna, Austria. Vol. 17, n. 21 (2022), p. [150]-163Escrita acadêmicaMineração de textoRevisão textualLinguagem e línguasAcademic writingText miningRevisionImproving academic writing with a method for text revision supported by text miningEstrangeiroinfo:eu-repo/semantics/articleinfo:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/openAccessreponame:Repositório Institucional da UFRGSinstname:Universidade Federal do Rio Grande do Sul (UFRGS)instacron:UFRGSTEXT001163569.pdf.txt001163569.pdf.txtExtracted Texttext/plain44998http://www.lume.ufrgs.br/bitstream/10183/255945/2/001163569.pdf.txtef86bf6e71accd49c0af821bebdd570fMD52ORIGINAL001163569.pdfTexto completo (inglês)application/pdf1091649http://www.lume.ufrgs.br/bitstream/10183/255945/1/001163569.pdf729431cc54f7c38c7388c1887920c341MD5110183/2559452023-03-19 03:34:44.547789oai:www.lume.ufrgs.br:10183/255945Repositório de PublicaçõesPUBhttps://lume.ufrgs.br/oai/requestopendoar:2023-03-19T06:34:44Repositório Institucional da UFRGS - Universidade Federal do Rio Grande do Sul (UFRGS)false
dc.title.pt_BR.fl_str_mv Improving academic writing with a method for text revision supported by text mining
title Improving academic writing with a method for text revision supported by text mining
spellingShingle Improving academic writing with a method for text revision supported by text mining
Oliveira, Simone de
Escrita acadêmica
Mineração de texto
Revisão textual
Linguagem e línguas
Academic writing
Text mining
Revision
title_short Improving academic writing with a method for text revision supported by text mining
title_full Improving academic writing with a method for text revision supported by text mining
title_fullStr Improving academic writing with a method for text revision supported by text mining
title_full_unstemmed Improving academic writing with a method for text revision supported by text mining
title_sort Improving academic writing with a method for text revision supported by text mining
author Oliveira, Simone de
author_facet Oliveira, Simone de
Reategui, Eliseo Berni
Barcellos, Patrícia da Silva Campelo Costa
Bigolin, Marcio
Carniato, Michel
author_role author
author2 Reategui, Eliseo Berni
Barcellos, Patrícia da Silva Campelo Costa
Bigolin, Marcio
Carniato, Michel
author2_role author
author
author
author
dc.contributor.author.fl_str_mv Oliveira, Simone de
Reategui, Eliseo Berni
Barcellos, Patrícia da Silva Campelo Costa
Bigolin, Marcio
Carniato, Michel
dc.subject.por.fl_str_mv Escrita acadêmica
Mineração de texto
Revisão textual
Linguagem e línguas
topic Escrita acadêmica
Mineração de texto
Revisão textual
Linguagem e línguas
Academic writing
Text mining
Revision
dc.subject.eng.fl_str_mv Academic writing
Text mining
Revision
description In spite of the undisputed importance of writing, especially in the learning context of higher education, we still find many students with difficul-ties to write, present arguments, and keep their writing coherent. Therefore, this research aims to investigate how a learning tool with text mining functions can support students in the process of academic writing, based on certain criteria for text analysis. A quasi-experimental study with control and experimental groups was carried out in order to evaluate the tool’s capacity to help students revise and improve their texts. The experimental group had access to the mining tool, which guided them in the revision of global features of their texts according to four principles: continuity, congruency, progression and non-contradiction. A group of lecturers corrected the students’ tasks using the same correction grid. Results showed that the students who used the mining tool achieved higher grades when compared to the students who did not use it. Providing one-to-one support for the revision of certain text facets at the global level has been one of the main contributions of this research.
publishDate 2022
dc.date.issued.fl_str_mv 2022
dc.date.accessioned.fl_str_mv 2023-03-18T03:31:55Z
dc.type.driver.fl_str_mv Estrangeiro
info:eu-repo/semantics/article
dc.type.status.fl_str_mv info:eu-repo/semantics/publishedVersion
format article
status_str publishedVersion
dc.identifier.uri.fl_str_mv http://hdl.handle.net/10183/255945
dc.identifier.issn.pt_BR.fl_str_mv 1863-0383
dc.identifier.nrb.pt_BR.fl_str_mv 001163569
identifier_str_mv 1863-0383
001163569
url http://hdl.handle.net/10183/255945
dc.language.iso.fl_str_mv eng
language eng
dc.relation.ispartof.pt_BR.fl_str_mv International Journal of Emerging Technologies in Learning. Vienna, Austria. Vol. 17, n. 21 (2022), p. [150]-163
dc.rights.driver.fl_str_mv info:eu-repo/semantics/openAccess
eu_rights_str_mv openAccess
dc.format.none.fl_str_mv application/pdf
dc.source.none.fl_str_mv reponame:Repositório Institucional da UFRGS
instname:Universidade Federal do Rio Grande do Sul (UFRGS)
instacron:UFRGS
instname_str Universidade Federal do Rio Grande do Sul (UFRGS)
instacron_str UFRGS
institution UFRGS
reponame_str Repositório Institucional da UFRGS
collection Repositório Institucional da UFRGS
bitstream.url.fl_str_mv http://www.lume.ufrgs.br/bitstream/10183/255945/2/001163569.pdf.txt
http://www.lume.ufrgs.br/bitstream/10183/255945/1/001163569.pdf
bitstream.checksum.fl_str_mv ef86bf6e71accd49c0af821bebdd570f
729431cc54f7c38c7388c1887920c341
bitstream.checksumAlgorithm.fl_str_mv MD5
MD5
repository.name.fl_str_mv Repositório Institucional da UFRGS - Universidade Federal do Rio Grande do Sul (UFRGS)
repository.mail.fl_str_mv
_version_ 1798487551461294080