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The Relationship between the Cattell Test and Users Social Network Subscriptions. / Ryazantsev, Grigorii E.; Oliseenko, Valerii D.; Abramov, Maksim V.

Proceedings of 2023 26th International Conference on Soft Computing and Measurements, SCM 2023. Institute of Electrical and Electronics Engineers Inc., 2023. p. 29-31.

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

Harvard

Ryazantsev, GE, Oliseenko, VD & Abramov, MV 2023, The Relationship between the Cattell Test and Users Social Network Subscriptions. in Proceedings of 2023 26th International Conference on Soft Computing and Measurements, SCM 2023. Institute of Electrical and Electronics Engineers Inc., pp. 29-31, 2023 XXVI International Conference on Soft Computing and Measurements (SCM), 24/05/23. https://doi.org/10.1109/scm58628.2023.10159052

APA

Ryazantsev, G. E., Oliseenko, V. D., & Abramov, M. V. (2023). The Relationship between the Cattell Test and Users Social Network Subscriptions. In Proceedings of 2023 26th International Conference on Soft Computing and Measurements, SCM 2023 (pp. 29-31). Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/scm58628.2023.10159052

Vancouver

Ryazantsev GE, Oliseenko VD, Abramov MV. The Relationship between the Cattell Test and Users Social Network Subscriptions. In Proceedings of 2023 26th International Conference on Soft Computing and Measurements, SCM 2023. Institute of Electrical and Electronics Engineers Inc. 2023. p. 29-31 https://doi.org/10.1109/scm58628.2023.10159052

Author

Ryazantsev, Grigorii E. ; Oliseenko, Valerii D. ; Abramov, Maksim V. / The Relationship between the Cattell Test and Users Social Network Subscriptions. Proceedings of 2023 26th International Conference on Soft Computing and Measurements, SCM 2023. Institute of Electrical and Electronics Engineers Inc., 2023. pp. 29-31

BibTeX

@inproceedings{8f1148ccb3e64fb2bf10da3a9c263a06,
title = "The Relationship between the Cattell Test and Users Social Network Subscriptions",
abstract = "The work is devoted to the question of identifying the relationship between the results of the R. Cattell test (16-factor test) and user subscriptions in a social network. A vector approach with space reduction is used to represent user subscales, and some machine learning algorithms are used to test the relationship. The results of this study showed that factors A, B, C, F, G, N, O, Q1, Q3, Q4 of R. Cattell test. The results of this study showed that the relationship between subscales and R. Cattell test results is possible to predict better than random.",
keywords = "Cattell test, dimensionality reduction, machine learning, multiclass classification, social networks",
author = "Ryazantsev, {Grigorii E.} and Oliseenko, {Valerii D.} and Abramov, {Maksim V.}",
note = "G. E. Ryazantsev, V. D. Oliseenko and M. V. Abramov, {"}The Relationship between the Cattell Test and Users Social Network Subscriptions,{"} 2023 XXVI International Conference on Soft Computing and Measurements (SCM), Saint Petersburg, Russian Federation, 2023, pp. 29-31, doi: 10.1109/SCM58628.2023.10159052.; 2023 XXVI International Conference on Soft Computing and Measurements (SCM) ; Conference date: 24-05-2023 Through 26-05-2023",
year = "2023",
month = may,
day = "24",
doi = "10.1109/scm58628.2023.10159052",
language = "English",
isbn = "9798350322491",
pages = "29--31",
booktitle = "Proceedings of 2023 26th International Conference on Soft Computing and Measurements, SCM 2023",
publisher = "Institute of Electrical and Electronics Engineers Inc.",
address = "United States",

}

RIS

TY - GEN

T1 - The Relationship between the Cattell Test and Users Social Network Subscriptions

AU - Ryazantsev, Grigorii E.

AU - Oliseenko, Valerii D.

AU - Abramov, Maksim V.

N1 - G. E. Ryazantsev, V. D. Oliseenko and M. V. Abramov, "The Relationship between the Cattell Test and Users Social Network Subscriptions," 2023 XXVI International Conference on Soft Computing and Measurements (SCM), Saint Petersburg, Russian Federation, 2023, pp. 29-31, doi: 10.1109/SCM58628.2023.10159052.

PY - 2023/5/24

Y1 - 2023/5/24

N2 - The work is devoted to the question of identifying the relationship between the results of the R. Cattell test (16-factor test) and user subscriptions in a social network. A vector approach with space reduction is used to represent user subscales, and some machine learning algorithms are used to test the relationship. The results of this study showed that factors A, B, C, F, G, N, O, Q1, Q3, Q4 of R. Cattell test. The results of this study showed that the relationship between subscales and R. Cattell test results is possible to predict better than random.

AB - The work is devoted to the question of identifying the relationship between the results of the R. Cattell test (16-factor test) and user subscriptions in a social network. A vector approach with space reduction is used to represent user subscales, and some machine learning algorithms are used to test the relationship. The results of this study showed that factors A, B, C, F, G, N, O, Q1, Q3, Q4 of R. Cattell test. The results of this study showed that the relationship between subscales and R. Cattell test results is possible to predict better than random.

KW - Cattell test

KW - dimensionality reduction

KW - machine learning

KW - multiclass classification

KW - social networks

UR - https://www.mendeley.com/catalogue/8a804755-992c-3068-9524-cd94beab435d/

UR - http://www.scopus.com/inward/record.url?scp=85165162385&partnerID=8YFLogxK

U2 - 10.1109/scm58628.2023.10159052

DO - 10.1109/scm58628.2023.10159052

M3 - Conference contribution

SN - 9798350322491

SP - 29

EP - 31

BT - Proceedings of 2023 26th International Conference on Soft Computing and Measurements, SCM 2023

PB - Institute of Electrical and Electronics Engineers Inc.

T2 - 2023 XXVI International Conference on Soft Computing and Measurements (SCM)

Y2 - 24 May 2023 through 26 May 2023

ER -

ID: 107732091