Stylometry-based Approach for Detecting Writing Style Changes in Literary Texts



Document title: Stylometry-based Approach for Detecting Writing Style Changes in Literary Texts
Journal: Computación y sistemas
Database: PERIÓDICA
System number: 000423270
ISSN: 1405-5546
Authors: 1
3
4
1
2
Institutions: 1Instituto Politécnico Nacional, Centro de Investigación en Computación, Ciudad de México. México
2Universidad Nacional Autónoma de México, Instituto de Ingeniería, Ciudad de México. México
3Instituto Politécnico Nacional, Escuela Superior de Ingeniería Mecánica y Eléctrica, Ciudad de México. México
4Centro Nacional de Investigación y Desarrollo Tecnológico, Cuernavaca, Morelos. México
Year:
Season: Ene-Mar
Volumen: 22
Number: 1
Country: México
Language: Inglés
Document type: Artículo
Approach: Analítico, descriptivo
English abstract In this paper, we present an approach to identify changes in the writing style of 7 authors of novels written in English. We defined 3 stages of writing for each author, each stage contains 3 novels with a maximum of 3 years between each publication. We propose several stylometric features to represent the novels in a vector space model. We use supervised learning algorithms to determine if by means of this stylometric-based representation is possible to identify to which stage of writing each novel belongs
Disciplines: Literatura y lingüística
Keyword: Lingüística aplicada,
Estilometría,
Estilos de escritura,
Análisis de autoría
Keyword: Applied linguistics,
Stylometry,
Writing style,
Authorship analysis
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