A COMPREHENSIVE METHOD FOR DETERMINING THE ALIGNMENT OF THE TRUST ONTOLOGY TO INTELLIGENT INFORMATION TECHNOLOGY AND THE STRUCTURED DOMAIN

Abstract

The paper presents the results of research on the alignment of trust components to intelligent information systems based on ontology and structured domain, which is formed from the corpus of generalized information of the subject field of ethical principles on a human-centered approach. The method is formed by combining syntactic, structural and semantic methods in order to comprehensively and objectively alignment the correspondence of the components of trust. The approach base on the generalized informativeness of documents, which are basically designed to present the appropriate level of generalization and are official documents of the subject area of ​​state, national, supranational structures. That is, the corpus was based on documents that have been widely discussed and represent the consolidated and balanced opinion of a wide range of associations of professional opinions in the domain segment. Thus, further generalization of the elements of the corpus, i.e. individual sectors of the domain will allow to obtain an objective picture in terms of completeness, comprehensiveness and to obtain a level of representation of the domain of discourse. The methods of analysis were based on a “scoping review” in order to synthesize and reflect the available informativeness of documents, which is most suitable for complex and heterogeneous areas of research. For alignment, a combination of three different approaches to assessing the similarity of entities: syntactic, structural and semantic. Comparative evaluation is given based on how similar the entities are, and is seen as a measure of the degree of substitution of one class for another with the possibility of use. The measure of the degree of alignment is the basis of the ontology of alignment and directly affects the quality of comparison of conceptual structures. The development of ontologies of models based on human-centric principles is an important step in the development of intelligent information systems for those responsible and critical applications.