Standard

Writing style determination using the KNN text model. / Granichin, Oleg; Kizhaeva, Natalia; Shalymov, Dmitry; Volkovich, Zeev.

2015 IEEE International Symposium on Intelligent Control, ISIC 2015 - Proceedings. Institute of Electrical and Electronics Engineers Inc., 2015. p. 900-905 7307296 (IEEE International Symposium on Intelligent Control - Proceedings; Vol. 2015-October).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Research › peer-review

Harvard

Granichin, O, Kizhaeva, N, Shalymov, D & Volkovich, Z 2015, Writing style determination using the KNN text model. in 2015 IEEE International Symposium on Intelligent Control, ISIC 2015 - Proceedings., 7307296, IEEE International Symposium on Intelligent Control - Proceedings, vol. 2015-October, Institute of Electrical and Electronics Engineers Inc., pp. 900-905, IEEE International Symposium on Intelligent Control, ISIC 2015, Sydney, Australia, 21/09/15. https://doi.org/10.1109/ISIC.2015.7307296, https://doi.org/10.1109/ISIC.2015.7307296

APA

Granichin, O., Kizhaeva, N., Shalymov, D., & Volkovich, Z. (2015). Writing style determination using the KNN text model. In 2015 IEEE International Symposium on Intelligent Control, ISIC 2015 - Proceedings (pp. 900-905). [7307296] (IEEE International Symposium on Intelligent Control - Proceedings; Vol. 2015-October). Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/ISIC.2015.7307296, https://doi.org/10.1109/ISIC.2015.7307296

Vancouver

Granichin O, Kizhaeva N, Shalymov D, Volkovich Z. Writing style determination using the KNN text model. In 2015 IEEE International Symposium on Intelligent Control, ISIC 2015 - Proceedings. Institute of Electrical and Electronics Engineers Inc. 2015. p. 900-905. 7307296. (IEEE International Symposium on Intelligent Control - Proceedings). https://doi.org/10.1109/ISIC.2015.7307296, https://doi.org/10.1109/ISIC.2015.7307296

Author

Granichin, Oleg ; Kizhaeva, Natalia ; Shalymov, Dmitry ; Volkovich, Zeev. / Writing style determination using the KNN text model. 2015 IEEE International Symposium on Intelligent Control, ISIC 2015 - Proceedings. Institute of Electrical and Electronics Engineers Inc., 2015. pp. 900-905 (IEEE International Symposium on Intelligent Control - Proceedings).

BibTeX

@inproceedings{d103e24d6b0d47a08bc4a87e02c98d69,
title = "Writing style determination using the KNN text model",
abstract = "The aim of the paper is writing style investigation. The method used is based on re-sampling approach. We present the text as a series of characters generated by distinct probability sources. A re-sampling procedure is applied in order to simulate samples from the texts. To check if samples are generated from the same population we use a KNN-based two-sample test. The proposed method shows high ability to distinguish variety of different texts.",
keywords = "Authorship attribution, Re-sampling, Twosample test, Writing style",
author = "Oleg Granichin and Natalia Kizhaeva and Dmitry Shalymov and Zeev Volkovich",
note = "Publisher Copyright: {\textcopyright} 2015 IEEE. Copyright: Copyright 2017 Elsevier B.V., All rights reserved.; IEEE International Symposium on Intelligent Control, ISIC 2015 ; Conference date: 21-09-2015 Through 23-09-2015",
year = "2015",
month = oct,
day = "26",
doi = "10.1109/ISIC.2015.7307296",
language = "English",
series = "IEEE International Symposium on Intelligent Control - Proceedings",
publisher = "Institute of Electrical and Electronics Engineers Inc.",
pages = "900--905",
booktitle = "2015 IEEE International Symposium on Intelligent Control, ISIC 2015 - Proceedings",
address = "United States",

}

RIS

TY - GEN

T1 - Writing style determination using the KNN text model

AU - Granichin, Oleg

AU - Kizhaeva, Natalia

AU - Shalymov, Dmitry

AU - Volkovich, Zeev

N1 - Publisher Copyright: © 2015 IEEE. Copyright: Copyright 2017 Elsevier B.V., All rights reserved.

PY - 2015/10/26

Y1 - 2015/10/26

N2 - The aim of the paper is writing style investigation. The method used is based on re-sampling approach. We present the text as a series of characters generated by distinct probability sources. A re-sampling procedure is applied in order to simulate samples from the texts. To check if samples are generated from the same population we use a KNN-based two-sample test. The proposed method shows high ability to distinguish variety of different texts.

AB - The aim of the paper is writing style investigation. The method used is based on re-sampling approach. We present the text as a series of characters generated by distinct probability sources. A re-sampling procedure is applied in order to simulate samples from the texts. To check if samples are generated from the same population we use a KNN-based two-sample test. The proposed method shows high ability to distinguish variety of different texts.

KW - Authorship attribution

KW - Re-sampling

KW - Twosample test

KW - Writing style

UR - http://www.scopus.com/inward/record.url?scp=84959470831&partnerID=8YFLogxK

U2 - 10.1109/ISIC.2015.7307296

DO - 10.1109/ISIC.2015.7307296

M3 - Conference contribution

T3 - IEEE International Symposium on Intelligent Control - Proceedings

SP - 900

EP - 905

BT - 2015 IEEE International Symposium on Intelligent Control, ISIC 2015 - Proceedings

PB - Institute of Electrical and Electronics Engineers Inc.

T2 - IEEE International Symposium on Intelligent Control, ISIC 2015

Y2 - 21 September 2015 through 23 September 2015

ER -

ID: 3943514