Manziuk E. Theoretical and applied principles of intelligent information technology for obtaining trust decisions on a human-centered approach

The thesis solves the current scientific and applied lack of trust in intelligent information technology in terms of their decision-making at the practical level and its decisionn by developing theoretical and applied principles of intelligent information technology to obtain trustworthy decisions based on human-centered approach. in accordance with a set of ethical principles. The analysis of the concept of trust in intelligent information technologies on the basis of the developed ontology of trust is carried out. This allowed determining, by decomposition, the main structural elements and the relationship between it and furthering on the basis of developed methods of alignment, by establishing the degree of correspondence to determine the alignment of the trust ontology for the structured domain. Based on the results of the analysis, the main factors and properties necessary for the development of methods to trust in intelligent information technology at the level of decision-making systems and analysis of data characteristics are identified. This made it possible to form a set of characteristics of decision-making systems, which later formed the basis for the development of new methods for the formation of decision-making systems and allow generating decisions in accordance with certain indicators of trust. The thesis proposes the concept of trust in intelligent information technology, which is based on the theoretical-sets approach and later formed the basis for the formation of requirements set for the software level of intelligent information technology, namely methods of forming decision-making systems for generating trust decisions. The developed methods can be applicable within a wide range of problems related to the sphere of intelligent information systems, as they allow obtaining high quality results. Of particular importance is the practical application of developed methods in intelligent information technologies for the areas of important and critical importance that require high-cost decisions. Spheres: security, socially significant, military, financial, which require critical decisions for society and the lives of people with the use of intelligent information technologies are those areas where intellectual information systems can be used.