страхування

Gnn Implementation Approaches in Aws Cloud for Risk Assessment in the Insurance Area

This article analyzes three most common approaches to the GNN architecture implementation on the AWS cloud for the use case of the risk assessment in the insurance area. The paper is split to several chapters, with the first one being the overview of 3 approaches to the GNN architecture, the second one describing prerequisites for the implementation, and finally development of the approaches on the cloud infrastructure, testing them on graph insurance data and comparison of all the approaches to select the most suitable for the risk assessment task.

Theoretical and Methodological Aspects of Insurance Companies’ Risk Management

The theoretical and methodological principles of risk management of insurance companies in Ukraine are investigated in the article. The dynamics and features of the insurance market development are studied, the main tendencies are determined. The main risks that significantly affect the existence and development of insurance companies in recent years are external systemic risks — inflation, currency, credit, to such risks are often are added factors that can be called risks with great complexity.

Administrative and legal regulation of insurance as a type of enterprise activity

The article is devoted to the study of insurance as an entrepreneurial activity, which is a
professional protection of property interests of individuals and legal entities, at the expense of
which funds are formed cash funds intended to cover material losses associated with the onset
of certain events. An efficient, financially stable insurance system protects the society from
many social shocks, stimulates business activity, improves the investment climate, contributing
to economic growth in the state as a whole.