Stages of Conceptualization and Formalization in the Design of the Model of the Neuro-Fuzzy Expert System of Professional Selection of Pupils

- Buyak, B.B. (orcid.org/0000-0003-1496-7573), Tsidylo, I.M. (orcid.org/0000-0002-0202-348X), Repskyi, V.I. (orcid.org/0000-0003-4297-5335) and Lyalyuk, V.P. (orcid.org/0000-0001-7793-1397) (2018) Stages of Conceptualization and Formalization in the Design of the Model of the Neuro-Fuzzy Expert System of Professional Selection of Pupils Педагогіка вищої та середньої школи (51). pp. 147-158. ISSN 2304-4470

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Abstract

The article describes the problem of designing a neuro-fuzzy expert system of professional selection at the stages of conceptualization and formalization, which involves the definition of concepts, relationships and management mechanisms necessary to describe the solution of problems in the chosen subject field. The structural model of the decision making system for determining the professional selection of students for training in IT specialties is substantiated. Three subsystems are proposed as structural components for studying: psychological peculiarities, personal qualities, factual knowledge, abilities and skills of students. The quality of the system’s operation is determined by the use of various techniques for acquiring knowledge on the basis of which the knowledge base of the neuro-fuzzy system and the combination of the use of fuzzy and stochastic data will be formed.

Item Type: Article
Keywords: professional orientation, professional selection, expert system, design, neuro-fuzzy modeling, conceptualization, formalization, structural model
Subjects: Science and knowledge. Organization. Computer science. Information. Documentation. Librarianship. Institutions. Publications > 00 Prolegomena. Fundamentals of knowledge and culture. Propaedeutics > 004 Computer science and technology. Computing. Data processing > 004.9 ІКТ ( Application-oriented computer-based techniques ) > 004.94 Simulation
Science and knowledge. Organization. Computer science. Information. Documentation. Librarianship. Institutions. Publications > 3 Social Sciences > 37 Education > 373 Kinds of school providing general education
Divisions: Information Technologies and Learning Tools > Joint laboratory with SIHE “Kryvyi Rih National University”
Depositing User: Сергій Олексійович Семеріков
Date Deposited: 17 Jan 2020 17:34
Last Modified: 17 Jan 2020 17:34
URI: http://lib.iitta.gov.ua/id/eprint/718886

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