Artificial Intelligence in the Context of Psychological Security: Theoretical and Practical Implications

Research output

Abstract

The academic community cannot ignore the growing opportunities offered by artificial intelligence. Especially relevant are developments in this ares against the background of growing challenges and threats arising from the use of the digital environment by actors of psychological warfare – by strategists and tactics of “color revolutions’ as well as terrorist and criminal groups. The main objective of the paper is to develop efective instruments to counter the destructive psychological impact on the individual, society, and the state. As a tool in such psychological warfare, the authors see the use of hybrid intellectual systems for decision support bazed on fuzzy cognitive maps, the method of hierarchies, and artificial neural networks. The authors also state for the creation of the mathematical models of decision support in psychological warfare and discuss the need for training based on data mining, obtained from the Internet, using deep learning networks.
Original languageEnglish
Title of host publicationProceedings of the 2019 Conference of the International Fuzzy Systems Association and the European Society for Fuzzy Logic and Technology (EUSFLAT 2019)
EditorsMartin Stepnicka
PublisherAtlantis Press
Pages101-107
ISBN (Print)978-94-6252-770-6
Publication statusPublished - Aug 2019
Event11th Conference of the International Fuzzy Systems Association and the European Society for Fuzzy Logic and Technology - Чешский институт информатики, робототехники и кибернетики, Прага
Duration: 9 Sep 201913 Sep 2019
Conference number: 11

Publication series

NameAtlantis Studies in Uncertainty Modelling
PublisherAtlantis Press
Volume1
ISSN (Electronic)2589-6644

Conference

ConferenceThe 11th conference of the European Society for Fuzzy Logic and Technology, EUSFLAT-2019
Abbreviated titleEUSFLAT-2019
CountryCzech Republic
CityПрага
Period9/09/1913/09/19

Fingerprint

psychological warfare
artificial intelligence
neural network
tactics
threat
Internet
learning
community
Group

Cite this

Averkin, A., Bazarkina, D., Pantserev, K., & Pashentsev, E. (2019). Artificial Intelligence in the Context of Psychological Security: Theoretical and Practical Implications. In M. Stepnicka (Ed.), Proceedings of the 2019 Conference of the International Fuzzy Systems Association and the European Society for Fuzzy Logic and Technology (EUSFLAT 2019) (pp. 101-107). (Atlantis Studies in Uncertainty Modelling; Vol. 1). Atlantis Press.
Averkin, Alexey ; Bazarkina, Darya ; Pantserev, Konstantin ; Pashentsev, Evgeny . / Artificial Intelligence in the Context of Psychological Security: Theoretical and Practical Implications. Proceedings of the 2019 Conference of the International Fuzzy Systems Association and the European Society for Fuzzy Logic and Technology (EUSFLAT 2019). editor / Martin Stepnicka. Atlantis Press, 2019. pp. 101-107 (Atlantis Studies in Uncertainty Modelling).
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abstract = "The academic community cannot ignore the growing opportunities offered by artificial intelligence. Especially relevant are developments in this ares against the background of growing challenges and threats arising from the use of the digital environment by actors of psychological warfare – by strategists and tactics of “color revolutions’ as well as terrorist and criminal groups. The main objective of the paper is to develop efective instruments to counter the destructive psychological impact on the individual, society, and the state. As a tool in such psychological warfare, the authors see the use of hybrid intellectual systems for decision support bazed on fuzzy cognitive maps, the method of hierarchies, and artificial neural networks. The authors also state for the creation of the mathematical models of decision support in psychological warfare and discuss the need for training based on data mining, obtained from the Internet, using deep learning networks.",
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Averkin, A, Bazarkina, D, Pantserev, K & Pashentsev, E 2019, Artificial Intelligence in the Context of Psychological Security: Theoretical and Practical Implications. in M Stepnicka (ed.), Proceedings of the 2019 Conference of the International Fuzzy Systems Association and the European Society for Fuzzy Logic and Technology (EUSFLAT 2019). Atlantis Studies in Uncertainty Modelling, vol. 1, Atlantis Press, pp. 101-107, Прага, 9/09/19.

Artificial Intelligence in the Context of Psychological Security: Theoretical and Practical Implications. / Averkin, Alexey ; Bazarkina, Darya ; Pantserev, Konstantin ; Pashentsev, Evgeny .

Proceedings of the 2019 Conference of the International Fuzzy Systems Association and the European Society for Fuzzy Logic and Technology (EUSFLAT 2019). ed. / Martin Stepnicka. Atlantis Press, 2019. p. 101-107 (Atlantis Studies in Uncertainty Modelling; Vol. 1).

Research output

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T1 - Artificial Intelligence in the Context of Psychological Security: Theoretical and Practical Implications

AU - Averkin, Alexey

AU - Bazarkina, Darya

AU - Pantserev, Konstantin

AU - Pashentsev, Evgeny

PY - 2019/8

Y1 - 2019/8

N2 - The academic community cannot ignore the growing opportunities offered by artificial intelligence. Especially relevant are developments in this ares against the background of growing challenges and threats arising from the use of the digital environment by actors of psychological warfare – by strategists and tactics of “color revolutions’ as well as terrorist and criminal groups. The main objective of the paper is to develop efective instruments to counter the destructive psychological impact on the individual, society, and the state. As a tool in such psychological warfare, the authors see the use of hybrid intellectual systems for decision support bazed on fuzzy cognitive maps, the method of hierarchies, and artificial neural networks. The authors also state for the creation of the mathematical models of decision support in psychological warfare and discuss the need for training based on data mining, obtained from the Internet, using deep learning networks.

AB - The academic community cannot ignore the growing opportunities offered by artificial intelligence. Especially relevant are developments in this ares against the background of growing challenges and threats arising from the use of the digital environment by actors of psychological warfare – by strategists and tactics of “color revolutions’ as well as terrorist and criminal groups. The main objective of the paper is to develop efective instruments to counter the destructive psychological impact on the individual, society, and the state. As a tool in such psychological warfare, the authors see the use of hybrid intellectual systems for decision support bazed on fuzzy cognitive maps, the method of hierarchies, and artificial neural networks. The authors also state for the creation of the mathematical models of decision support in psychological warfare and discuss the need for training based on data mining, obtained from the Internet, using deep learning networks.

M3 - Conference contribution

SN - 978-94-6252-770-6

T3 - Atlantis Studies in Uncertainty Modelling

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ER -

Averkin A, Bazarkina D, Pantserev K, Pashentsev E. Artificial Intelligence in the Context of Psychological Security: Theoretical and Practical Implications. In Stepnicka M, editor, Proceedings of the 2019 Conference of the International Fuzzy Systems Association and the European Society for Fuzzy Logic and Technology (EUSFLAT 2019). Atlantis Press. 2019. p. 101-107. (Atlantis Studies in Uncertainty Modelling).