What are examples of applications of game theory supported by generative artificial intelligence technology and Big Data Analytics to improve risk management systems?
One of the earliest applications of game theory to terrorist risk management was implemented half a century ago at the Los Angeles airport. A limited number of hired security guards with dogs to target areas (suspicious passengers) and at times when the risk level is significantly elevated. The number of crimes has dropped in a big way. In Poland, the Ideas NCBiR research team is currently working on developing an AI-based system for SOK, i.e., the Railway Protection Service to improve the work of SOK employees and improve risk management processes. Patrols of SOK, i.e. Railway Protection Service control railroad traction preventing theft of railroad traction and counteracting acts of vandalism consisting of graffiti painting by mischievous youths, etc. must on the one hand move around the railroad area in a random manner, but on the other hand SOK employees having this system should appear in places and times where there will be a much higher level of risk of committing a specific crime. This should significantly increase the level of detected cases of attempted crime, i.e. “in the act of committing a crime”, and effectively prevent a significant proportion of cases of crime that could happen without the use of this system. The system created in this function is intended to support the man and not replace him. It suggests solutions, paths to navigate the area of the turn, the user can use these hints, reject them or ask for others. Besides, the system is supposed to learn from the experience of users - humans. There are more and more applications of this kind in improving risk management systems.
I described the key issues of opportunities and threats to the development of artificial intelligence technology in my article below:
OPPORTUNITIES AND THREATS TO THE DEVELOPMENT OF ARTIFICIAL INTELLIGENCE APPLICATIONS AND THE NEED FOR NORMATIVE REGULATION OF THIS DEVELOPMENT
Article OPPORTUNITIES AND THREATS TO THE DEVELOPMENT OF ARTIFICIAL I...
And the applications of Big Data technologies in sentiment analysis, business analytics and risk management were described in my co-authored article:
APPLICATION OF DATA BASE SYSTEMS BIG DATA AND BUSINESS INTELLIGENCE SOFTWARE IN INTEGRATED RISK MANAGEMENT IN ORGANIZATION
Article APPLICATION OF DATA BASE SYSTEMS BIG DATA AND BUSINESS INTEL...
I invite you to get acquainted with the issues described in the above-mentioned publications, as well as to scientific cooperation in these issues.
In view of the above, I address the following question to the esteemed community of scientists and researchers:
What are examples of applications of game theory supported by generative artificial intelligence technology and Big Data Analytics to improve risk management systems?
And what is your opinion on this subject?
What do you think about this topic?
Please answer,
I invite everyone to join the discussion,
Thank you very much,
Best wishes,
Dariusz Prokopowicz
The above text is entirely my own work written by me on the basis of my research.
In writing this text, I did not use other sources or automatic text generation systems.
Copyright by Dariusz Prokopowicz
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