BASIS OF FORMATION OF SOFTWARE-MATHEMATICAL SUPPORT IN TASKS OF IT EDUCATION
Journal Title: Современные информационные технологии и ИТ-образование - Year 2018, Vol 14, Issue 1
Abstract
In the article problems and tasks of software development and mathematical support of the basic business processes of the university are considered on the example of IT education. The necessity of using analytical methods in the development of mathematical software for the IT systems of modern universities, it also lists a number of urgent tasks that can be addressed with the help of the proposed framework. The paper describes the research hypothesis, the purpose, methodology and stages of research, as well as the achieved results. The research material represents a priori (retrospective) and a posteriori (current) educational data. These data are obtained from publicly available sources and contain information on educational activities in the form of the results of experimental observations on a representative sample of students. For a formal description of the data obtained, a representation based on the mathematical apparatus of set theory and algebraic structures was used. An authorial method for classifying the identified sources of educational information on three significant grounds is proposed. The analysis of business processes reflecting the interaction of students among themselves and the interaction of the student and teacher in the learning process is carried out. A modified model of the architecture of the management system of the teaching process of the university is proposed on this business processes. This model is based on the basis of business processes of collaboration and cooperation during the implementation of educational activities. It reflects the changes that have been occurred in the past five years due to the active introduction of digital communication and interactive interaction. The list of available tools for development using data analysis methods is given, their advantages and disadvantages are listed. The choice of the tool, IDE and programming language to analyze the data module as part of the framework is substantiated. The developed basis will make it possible to approach the problem of adapting and personalizing the learning process using modern IT technologies and Big Data, as well as partially solve the problem of the inherited IS of Russian universities based on the use of collected data.
Authors and Affiliations
Natalya Zorina, Victor Panchenko
Keywords
Related Articles
- EP ID EP508785
- DOI 10.25559/SITITO.14.201801.170-182
- Views 112
- Downloads 0
EFFICIENCY OF MODERN OPERATING SYSTEMS
The variety of the modern multi-vendor universal and specialized operating systems (OS), designed for application in certain subject areas, poses a number of questions: which system should one choose for an automated inf...
ANALYSIS OF INDICATORS FOR ASSESSING THE EFFICIENCY OF STRUCTURAL SUBDIVISIONS OF THE UNIVERSITY
The task of the authors was to rank the factors that are used to assess the rating of the structural units of the University. The authors define and describe the stages of ranking. The statistical analysis of data struct...
ALIEN AND SUPERCOMPUTER TITAN INTERACTION TECHNOLOGY
The next launch of the LHC involves using much more resources than GRID can provide. To solve this problem, ALICE is engaged in a project to expand the existing computing model in order to include additional resources in...
ANALYSIS OF VISUAL RECOGNITION BY MAN ISOLATED WORDS OF ORAL RUSSIAN SPEECH IN THE CONDITIONS OF UNCERTAINTY
The article is devoted to the problems of visual perception by a person of separately spoken words of spoken speech. The factors leading to phonetic and articulatory uncertainty in the pronunciation of words are investig...
HARTLEY AND LKLB-PROCESS MEASURES: USE IN PSYCHOLOGICAL AND EDUCATIONAL TESTING
The problems of social analytics and decision-making on the management of complex information and economic structures are increasingly determined by human factors. The difficulty in regulating and recognizing information...