Multi-agent Modeling of the Socio-Technical System Taking into Account the Risk Assessment

被引:0
|
作者
Bereza, Natalya [1 ]
Bereza, Andrey [2 ]
Lyashov, Maxim [2 ]
Alekseenko, Juliia [2 ]
机构
[1] Alternat Solut Ltd Liabil Co, Shakhty, Russia
[2] Don State Tech Univ, Inst Serv & Business, Shakhty, Russia
基金
俄罗斯基础研究基金会;
关键词
Intelligent agent; Risk assessment; Multi-agent system;
D O I
10.1007/978-3-030-19810-7_3
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
The principles of constructing a risk function within the framework of the parametric model of an intelligent agent are considered. The risk function includes the significance of the individual risk, risk assessment (consequences of risks), susceptibility or vulnerability to risk, interaction degree of risks, frequency of risk occurrence, duration of the risk factors over time (it is important in case if the duration of some risks can change and exacerbate the damage from other risks over time). The algorithm to assess the risk is proposed, risks are determined when buying goods online, and the methodology to determine the risk function is developed.
引用
收藏
页码:21 / 31
页数:11
相关论文
共 50 条
  • [1] Agent-Based Modeling and Analysis of Socio-Technical Systems
    Sharpanskykh, Alexei
    [J]. CYBERNETICS AND SYSTEMS, 2011, 42 (05) : 308 - 323
  • [2] Work-environment analysis: environment centric multi-agent simulation for design of socio-technical systems
    Shah, AP
    Pritchett, AR
    [J]. MULTI-AGENT AND MULTI-AGENT-BASED SIMULATION, 2005, 3415 : 65 - 77
  • [3] Multi-level Modeling of Complex Socio-Technical Systems
    McDermott, Tom
    Rouse, William
    Goodman, Seymour
    Loper, Margaret
    [J]. 2013 CONFERENCE ON SYSTEMS ENGINEERING RESEARCH, 2013, 16 : 1132 - 1141
  • [4] Multi-Agent Decision Taking System
    Wakulicz-Deja, Alicja
    Przybyla-Kasperek, Malgorzata
    [J]. FUNDAMENTA INFORMATICAE, 2010, 101 (1-2) : 125 - 141
  • [5] Nanomedicine: a socio-technical system
    Massaro, Sebastiano
    Lorenzoni, Gianni
    [J]. TECHNOLOGICAL FORECASTING AND SOCIAL CHANGE, 2021, 173
  • [6] Socio-technical probabilistic risk assessment: Idts capabilities and limitations
    Kanki, BG
    Marx, D
    Hale, MJ
    [J]. PROBABILISTIC SAFETY ASSESSMENT AND MANAGEMENT, VOL 1- 6, 2004, : 1270 - 1275
  • [7] Socio-technical approaches to risk assessment in national critical infrastructures
    Johnson, Chris
    [J]. RISK MANAGEMENT-AN INTERNATIONAL JOURNAL, 2009, 11 (3-4): : 155 - 158
  • [8] Socio-technical approaches to risk assessment in national critical infrastructures
    Chris Johnson
    [J]. Risk Management, 2009, 11 : 155 - 158
  • [9] The use of socio-technical probabilistic risk assessment at AHRQ and NASA
    Battles, JB
    Kanki, BG
    [J]. PROBABILISTIC SAFETY ASSESSMENT AND MANAGEMENT, VOL 1- 6, 2004, : 2212 - 2217
  • [10] A Survey of Multi-Agent System Approach in Risk Assessment
    Hassan, Mustafa Hamid
    Mostafa, Salama A.
    Mustapha, Aida
    Abd Wahab, Mohd Helmy
    Nor, Danial Md
    [J]. 2018 INTERNATIONAL SYMPOSIUM ON AGENTS, MULTI-AGENT SYSTEMS AND ROBOTICS (ISAMSR 2018), 2018,