Про оптимізацію параметрів системи автоматизованого обліку навчальної діяльності студента
Journal Title: Математичне моделювання - Year 2016, Vol 1, Issue 2
Abstract
ABOUT OPTIMISATION OF AUTOMATIC COUNTING’S PARAMETERS OF STUDENT STUDYING PROCESS Olyinik L.O., Kravets M.Yu. Abstract In the whole work authors focus on the problem of studying process automation. It is one of the most actual questions of educational management. The article goal is describing of mathematical model of automation system. This system should allow measuring and account the student’s studying activity. The main characteristic of such system is the detailed classification of student’s self-preparing. That gives an opportunity to determine special time norms for their studying process in order to assess their final knowledge and achievements more clearly and fairly. The first part of article describes the initial distribution of time norms allotted for every type of studying activity (e.g. lecture, practice, etc). This grade is determined as solution of equation system that realizes the principle of proportion among several types of studying activities. The second part of this amazing article tells the world about iterative convergence of earlier distributed marks to some optimum for this or that teacher on this or that discipline. Such as speed of algorithm performance comes first so it is based on the Least Means Square method where only dependable variable is relative time. The algorithm is realized on the Python language. Although it is realized on the interpretative language it is fast enough. The algorithm form second part of article gives satisfactory result already after three or iterations. In the conclusion it can be said that built model determines initial marks distribution among studying activity; based on this initial marks distribution the model iteratively converges the marks to some optimal values for this or that ‘teacher-discipline’ pair. Also, the algorithm is realized as the part of applied client- server software for optimization of students’ studying activity process. References [1]. Boliubash Ya. Ya. Organizatsia navchalnogo processu u vishtchich navtchalnich zakladach osvity. Navchalnyi posibnik dlya sluchatchiv zakladiv pidvishchennya cvalificatsii systemy vishtchoi osvity [Organization of studying process in Higher Educational Centers. Studying text-book for listeners in higher education training institutions]. –1997. – 64 c. [2] Trevor Hastie, Robert Tibshirani, and Jerome Friedman.”The Elements of Statistical Learning: Data Mining, Interface, and Prediction”. – Second edition. – Springer. pp. 44–50. [3] http://www.machinelearning.ru/wiki/index.php?title=CV.
Authors and Affiliations
Л. О. Олійник, М. Ю. Кравець
Keywords
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