Year: 2018
Type: article
Abstract: The purpose of the research is the problem of communication between information systems and between an information system and an operator.The problem is relevant due to the IT intellectualization that leads to the fact that an information system acquires the features of an intellectual agent.So, there are new prospects for the digital economy, where information interaction at the network level plays an important role.The methodological basis of the research are the results from theoretical semiotics, from the use of ontology as a form of real world knowledge representation, as well as the publication of domestic and foreign scientists on the problem of communication between information systems.The research includes the communication process analysis.It is revealed that the intelligent agent considers a message as a decision result either to inform or to change the status of another agent.It is shown that communication should be considered as one of the types of control, such as behavior.The authors prove that, in relation to the theory of behavior, this approach requires including psychological aspects into the subject area of the theory of choice.First of all, these are the problems of perception, awareness, understanding the properties of the situation of choice and building assessments of the results of choice, communication, conflict, the introduction of new concepts and the relations between them of a number of others.Communication process support systems should contain a domain model that is understandable and interpreted by a user.It is shown that conceptual modeling of the subject domain based on ontologies is the most appropriate way to build it.The conceptual model consists of a conceptual structure and a concept content description.A conceptual structure is a set of concepts on which four abstraction maps are defined: generalization, type designs, association, and aggregation.A concept content description is carried out using database tables.The essential difference of the used conceptual model from others is describing an association as a usual concept.It is shown that, due to the semantic invariance of conceptual interpretation, it is possible to improve technological and operational characteristics of an information system.The proposed approach creates the basis for the development and organization of the interface of artificial entities both among themselves and with an operator based on a certain "professional language", which is relevant to a particular subject domain.This involves considering an interface as a sign system and using methods of the theory of artificial intelligence to build it.
Authors: Г.П. Виноградов, G.P. Vinogradov, А.А. Прохоров, Prokhorov A.A.
Institutions: Tver State Technical University, Centerprogramsystems
Language: Russian
Topic: Semantic Web and Ontologies
Subfield: Artificial Intelligence
Field: Computer Science
Domain: Physical Sciences
Open Access status: diamond
OpenAlex ID: W2904903777