TY - JOUR
T1 - Stylometry-based approach for detecting writing style changes in literary texts
AU - Gómez-Adorno, Helena
AU - Posadas-Duran, Juan Pablo
AU - Ríos-Toledo, Germán
AU - Sidorov, Grigori
AU - Sierra, Gerardo
N1 - Publisher Copyright:
© 2018 Instituto Politecnico Nacional. All rights reserved.
PY - 2018
Y1 - 2018
N2 - 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.
AB - 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.
KW - Authorship analysis
KW - Stylometry
KW - Writing style
UR - http://www.scopus.com/inward/record.url?scp=85045936450&partnerID=8YFLogxK
U2 - 10.13053/CyS-22-1-2882
DO - 10.13053/CyS-22-1-2882
M3 - Artículo
SN - 1405-5546
VL - 22
SP - 47
EP - 53
JO - Computacion y Sistemas
JF - Computacion y Sistemas
IS - 1
ER -