Open AccessAssessment of competencies in the Federal state educational standard (FSES) 3++ based on a fuzzy-logical approach
Author(s) -
O. V. Astashina
Publication year - 2022
Publication title -
vestnik dagestanskogo gosudarstvennogo tehničeskogo universiteta. tehničeskie nauki
Language(s) - English
Resource type - Journals
eISSN - 2542-095X
pISSN - 2073-6185
DOI - 10.21822/2073-6185-2021-48-4-72-80
Subject(s) - competence (human resources) , defuzzification , fuzzy logic , fuzzy set , computer science , fuzzy mathematics , fuzzy number , membership function , artificial intelligence , mathematics , data mining , psychology , social psychology
Objective. The article discusses the methodology for assessing competencies in the educational standards of the Federal State Educational Standard 3++. Method. Competence assessment is carried out through competency indicators. To assess the competence of a complex multilayer object, the mathematical apparatus of the theory of fuzzy sets was used. Result. A step-by-step example of competency assessment is given. The process of transformation of input variables into fuzzy sets is presented - assessments of competency indicators. A trapezoidal scale of linguistic terms has been developed. The processes of fuzzification, accumulation and defuzzification are presented step by step. A final clear assessment of competence was obtained. Conclusion. The introduction of fuzzy numbers allows all calculations to be performed quite flexibly and, as a result of defuzzification, to obtain an objective assessment of the formed competence.