Stylometry with R : a package for computational text analysis

2016
journal article
article
dc.abstract.enThis software paper describes ‘Stylometry with R’ (stylo), a flexible R package for the high-level analysis of writing style in stylometry. Stylometry (computational stylistics) is concerned with the quantitative study of writing style, e.g. authorship verification, an application which has considerable potential in forensic contexts, as well as historical research. In this paper we introduce the possibilities of stylo for computational text analysis, via a number of dummy case studies from English and French literature. We demonstrate how the package is particularly useful in the exploratory statistical analysis of texts, e.g. with respect to authorial writing style. Because stylo provides an attractive graphical user interface for high-level exploratory analyses, it is especially suited for an audience of novices, without programming skills (e.g. from the Digital Humanities). More experienced users can benefit from our implementation of a series of standard pipelines for text processing, as well as a number of similarity metrics.pl
dc.affiliationWydział Filologiczny : Instytut Filologii Angielskiejpl
dc.contributor.authorEder, Maciejpl
dc.contributor.authorRybicki, Jan - 214316 pl
dc.contributor.authorKestemont, Mikepl
dc.date.accession2017-01-19pl
dc.date.accessioned2017-01-23T14:54:23Z
dc.date.available2017-01-23T14:54:23Z
dc.date.issued2016pl
dc.date.openaccess0
dc.description.accesstimew momencie opublikowania
dc.description.additionalBibliogr. s. 119-121pl
dc.description.number1pl
dc.description.physical107-121pl
dc.description.publication1,3pl
dc.description.versionostateczna wersja wydawcy
dc.description.volume8pl
dc.identifier.eissn2073-4859pl
dc.identifier.projectROD UJ / Ppl
dc.identifier.urihttp://ruj.uj.edu.pl/xmlui/handle/item/35829
dc.identifier.weblinkhttps://journal.r-project.org/archive/2016-1/eder-rybicki-kestemont.pdfpl
dc.languageengpl
dc.language.containerengpl
dc.rightsUdzielam licencji. Uznanie autorstwa 3.0*
dc.rights.licenceCC-BY
dc.rights.urihttp://creativecommons.org/licenses/by/3.0/legalcode*
dc.share.typeotwarte czasopismo
dc.subtypeArticlepl
dc.titleStylometry with R : a package for computational text analysispl
dc.title.journalThe R Journalpl
dc.typeJournalArticlepl
dspace.entity.typePublication
dc.abstract.enpl
This software paper describes ‘Stylometry with R’ (stylo), a flexible R package for the high-level analysis of writing style in stylometry. Stylometry (computational stylistics) is concerned with the quantitative study of writing style, e.g. authorship verification, an application which has considerable potential in forensic contexts, as well as historical research. In this paper we introduce the possibilities of stylo for computational text analysis, via a number of dummy case studies from English and French literature. We demonstrate how the package is particularly useful in the exploratory statistical analysis of texts, e.g. with respect to authorial writing style. Because stylo provides an attractive graphical user interface for high-level exploratory analyses, it is especially suited for an audience of novices, without programming skills (e.g. from the Digital Humanities). More experienced users can benefit from our implementation of a series of standard pipelines for text processing, as well as a number of similarity metrics.
dc.affiliationpl
Wydział Filologiczny : Instytut Filologii Angielskiej
dc.contributor.authorpl
Eder, Maciej
dc.contributor.authorpl
Rybicki, Jan - 214316
dc.contributor.authorpl
Kestemont, Mike
dc.date.accessionpl
2017-01-19
dc.date.accessioned
2017-01-23T14:54:23Z
dc.date.available
2017-01-23T14:54:23Z
dc.date.issuedpl
2016
dc.date.openaccess
0
dc.description.accesstime
w momencie opublikowania
dc.description.additionalpl
Bibliogr. s. 119-121
dc.description.numberpl
1
dc.description.physicalpl
107-121
dc.description.publicationpl
1,3
dc.description.version
ostateczna wersja wydawcy
dc.description.volumepl
8
dc.identifier.eissnpl
2073-4859
dc.identifier.projectpl
ROD UJ / P
dc.identifier.uri
http://ruj.uj.edu.pl/xmlui/handle/item/35829
dc.identifier.weblinkpl
https://journal.r-project.org/archive/2016-1/eder-rybicki-kestemont.pdf
dc.languagepl
eng
dc.language.containerpl
eng
dc.rights*
Udzielam licencji. Uznanie autorstwa 3.0
dc.rights.licence
CC-BY
dc.rights.uri*
http://creativecommons.org/licenses/by/3.0/legalcode
dc.share.type
otwarte czasopismo
dc.subtypepl
Article
dc.titlepl
Stylometry with R : a package for computational text analysis
dc.title.journalpl
The R Journal
dc.typepl
JournalArticle
dspace.entity.type
Publication
Affiliations

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