THE MODIFICATION OF THE IDEAL POINT METHOD IN THE NORMALIZATION AND HARMONIZATION OF CONTENT IN INFORMATION SYSTEMS

Abstract

The article discusses the developed authorized methodology based on the Ideal Point Method using the Pareto set, which makes it possible to look from modern technological positions at the features of information interaction for evaluating activities and regulating inter-agent interactions, which was the basis for the discipline updates of the Russian Technological University proposed with the participation of the authors ( MIREA), Institute of Information Technologies, Department of Instrumental and Applied Software "Information Management of Systems" of the fourth year of the bachelor's degree program 09.03.04 "Software Engineering" (specializing in "Software Development and Design of Information Systems"). The main advantages of the Ideal Point Method using the Pareto set are described. The mathematical description of the Pareto set and the Ideal Point Method is presented. The use of the modernized method makes it possible to improve the indicators of emergence in the process of improving educational programs, connecting and reconstructing their modules and inter-agent interactions between them. An example of the implementation of the modified method in the information system is shown, from the point of view of standardization and harmonization of educational content. This article includes an introduction, a formal formulation of the problem, designed to solve an urgent problem considered in the dissertations of the authors, a review of existing approaches in this method, a description of the proposed multi-agent solution to the problem using a mathematical model, an implementation algorithm, a description of the application of the proposed approach in relation to the task scheduling process, and a conclusion ... The main advantages of this technique include the choice of criteria that surpass others in terms of a set of features; this method assumes the creation of an "ideal object", that is, a certain solution option that can be taken as the best possible solution. It is assumed that the procedure for selecting a superior object consists of several steps, the formation of an "ideal object", determination for each object of the multi-criteria distance to the "ideal object", analysis of the set of objects for proximity to the "ideal object", exclusion of objects from the initial set, which are deliberately recognized unsuccessful, as well as obtaining a reduced set of admissible objects; assessment of the reduced set of feasible objects for emergence indicators of the solution found.

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Published:

2021-12-24

Issue:

Section:

SECTION II. INFORMATION PROCESSING ALGORITHMS

Keywords:

Pareto set, Ideal point method, normalization, harmonization, cognition