Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Research › peer-review
Artificial Intelligence in the Context of Psychological Security: Theoretical and Practical Implications. / Averkin, Alexey N.; Bazarkina, Darya Yu.; Pantserev, Konstantin A.; Pashentsev, Evgeny N.
Proceedings of the 11th Conference of the European Society for Fuzzy Logic and Technology (EUSFLAT 2019). ed. / Vilem Novak; et al. Atlantis Press, 2020. p. 101-107 (Atlantis Studies in Uncertainty Modelling; Vol. 1).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Research › peer-review
}
TY - GEN
T1 - Artificial Intelligence in the Context of Psychological Security: Theoretical and Practical Implications
AU - Averkin, Alexey N.
AU - Bazarkina, Darya Yu.
AU - Pantserev, Konstantin A.
AU - Pashentsev, Evgeny N.
PY - 2020
Y1 - 2020
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.
KW - Artificial Intelligence
KW - Artificial Neural Networks
KW - Cognitive Maps
KW - Genetic Algorithms
KW - Hierarchy Method
KW - Predictive Analytics
KW - Prognostic Weapons
KW - Psychological Security
KW - Psychological Warfare
KW - Social Networks
KW - Terrorism
UR - http://www.scopus.com/inward/record.url?scp=85090880628&partnerID=8YFLogxK
M3 - Conference contribution
AN - SCOPUS:85090880628
SN - 9789462527706
T3 - Atlantis Studies in Uncertainty Modelling
SP - 101
EP - 107
BT - Proceedings of the 11th Conference of the European Society for Fuzzy Logic and Technology (EUSFLAT 2019)
A2 - Novak, Vilem
A2 - , et al.
PB - Atlantis Press
T2 - 11th Conference of the European Society for Fuzzy Logic and Technology, EUSFLAT 2019
Y2 - 9 September 2019 through 13 September 2019
ER -
ID: 45848734