Versification and authorship attribution. A pilot study on Czech, German, Spanish, and English poetry

Kód výsledku v IS VaVaI

<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F68378068%3A_____%2F18%3A00501773" target="_blank" >RIV/68378068:_____/18:00501773 - isvavai.cz</a>

Výsledek na webu

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DOI - Digital Object Identifier

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Jazyk výsledku

angličtina

Název v původním jazyce

Versification and authorship attribution. A pilot study on Czech, German, Spanish, and English poetry

Popis výsledku v původním jazyce

This article describes pilot experiments performed as one part of a long-term project examining the possibilities for using versification analysis to determine the authorships of poetic texts. Since we are addressing this article to both stylometry experts and experts in the study of verse, we first introduce in detail the common classifiers used in contemporary stylometry (Burrows' Delta, Argamon's Quadratic Delta, Smith-Aldridge's Cosine Delta, and the Support Vector Machine) and explain how they work via graphic examples. We then provide an evaluation of these classifiers' performance when used with the versification features found in Czech, German, Spanish, and English poetry. We conclude that versification is a reasonable stylometric marker, the strength of which is comparable to the other markers traditionally used in stylometry (such as the frequencies of the most frequent words and the frequencies of the most frequent character n-grams).

Název v anglickém jazyce

Versification and authorship attribution. A pilot study on Czech, German, Spanish, and English poetry

Popis výsledku anglicky

This article describes pilot experiments performed as one part of a long-term project examining the possibilities for using versification analysis to determine the authorships of poetic texts. Since we are addressing this article to both stylometry experts and experts in the study of verse, we first introduce in detail the common classifiers used in contemporary stylometry (Burrows' Delta, Argamon's Quadratic Delta, Smith-Aldridge's Cosine Delta, and the Support Vector Machine) and explain how they work via graphic examples. We then provide an evaluation of these classifiers' performance when used with the versification features found in Czech, German, Spanish, and English poetry. We conclude that versification is a reasonable stylometric marker, the strength of which is comparable to the other markers traditionally used in stylometry (such as the frequencies of the most frequent words and the frequencies of the most frequent character n-grams).

Druh

J_imp - Článek v periodiku v databázi Web of Science

CEP obor

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OECD FORD obor

60206 - Specific literatures

Projekt

<a href="/cs/project/GA17-01723S" target="_blank" >GA17-01723S: Stylometrická analýza básnických textů</a><br>

Návaznosti

P - Projekt vyzkumu a vyvoje financovany z verejnych zdroju (s odkazem do CEP)

Rok uplatnění

2018

Kód důvěrnosti údajů

S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů

Název periodika

Studia Metrica et Poetica

ISSN

2346-6901

e-ISSN

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Svazek periodika

5

Číslo periodika v rámci svazku

2

Stát vydavatele periodika

EE - Estonská republika

Počet stran výsledku

26

Strana od-do

29-54

Kód UT WoS článku

000457040500002

EID výsledku v databázi Scopus

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