Proceedings of the 8th Scientific Conference on Information Technologies for Intelligent Decision Making Support (ITIDS 2020)

Problems of Automation of the Aggression Analysis in Socio-Cyberphysical Environment

Authors
Irina Kulagina, Andrey Iskhakov
Corresponding Author
Andrey Iskhakov
Available Online 10 November 2020.
DOI
https://doi.org/10.2991/aisr.k.201029.007How to use a DOI?
Keywords
management automation, sociometrics, electronic communication, aggression, socio-cyberphysical environment
Abstract

The article presents the results of the carried out interdisciplinary research that allowed creating algorithmic software to determine the structural composition of investigated cases of electronic communication that could be interpreted as aggressive. Such interpretation is offered to be carried out by means of the system analysis of the hypertext according to the following metrics: the intensity of discussion, density and reference. The research allowed us to define sociometric models of electronic communication accompanied by aggression; the primary detection of these models is the basis for carrying out the procedure of a detailed linguistic analysis of the text of the communication. Such an approach promotes the reduction of expenses for the management of aggression processes in the socio-cyberphysical environment. The received results prove the possibility to automate the analysis of information content and to raise the interpretability of phenomena in the socio-cyberphysical environment. We examined the aspects of crawling and parsing of modern web-platforms, focused data gathering, automatic and automated extraction of comments with the application of various technologies. The architecture of a system of multithreaded data gathering is offered.

Copyright
© 2020, the Authors. Published by Atlantis Press.
Open Access
This is an open access article distributed under the CC BY-NC license (http://creativecommons.org/licenses/by-nc/4.0/).

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Volume Title
Proceedings of the 8th Scientific Conference on Information Technologies for Intelligent Decision Making Support (ITIDS 2020)
Series
Advances in Intelligent Systems Research
Publication Date
10 November 2020
ISBN
10.2991/aisr.k.201029.007
ISSN
1951-6851
DOI
https://doi.org/10.2991/aisr.k.201029.007How to use a DOI?
Copyright
© 2020, the Authors. Published by Atlantis Press.
Open Access
This is an open access article distributed under the CC BY-NC license (http://creativecommons.org/licenses/by-nc/4.0/).

Cite this article

TY  - CONF
AU  - Irina Kulagina
AU  - Andrey Iskhakov
PY  - 2020
DA  - 2020/11/10
TI  - Problems of Automation of the Aggression Analysis in Socio-Cyberphysical Environment
BT  - Proceedings of the 8th Scientific Conference on Information Technologies for Intelligent Decision Making Support (ITIDS 2020)
PB  - Atlantis Press
SP  - 35
EP  - 40
SN  - 1951-6851
UR  - https://doi.org/10.2991/aisr.k.201029.007
DO  - https://doi.org/10.2991/aisr.k.201029.007
ID  - Kulagina2020
ER  -