Spreadsheets as a learning tools of bachelors in electromechanics for neural network modeling of technical objects

- Модло, Євгеній Олександрович, Теплицький, І.О. and Семеріков, С.О. (orcid.org/0000-0003-0789-0272) (2015) Spreadsheets as a learning tools of bachelors in electromechanics for neural network modeling of technical objects Theory and methods of learning mathematics, physics, informatics, 3(37) (13). pp. 182-196. ISSN 2309-1479

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Abstract

The purpose of this study is to develop elements of the method of using mobile spreadsheets as learning tools of bachelors in electromechanics for neural network modeling of technical objects. Research objectives: 1. Justification of the choice of neural networks as tools for modeling technical objects with a hidden or fuzzy structure. 2. Implementation of the deep learning algorithm in the Google Sheets mobile spreadsheet environment. The object of research is the process of professional training of bachelor in electromechanics at technical university, the subject of research is the formation of bachelor’s in electromechanics competence in modeling technical objects. Results: 1) a model of operation of an intelligent sensor based on a neural network with two hidden layers was developed and implemented into mobile spreadsheet; 2) the examples of the Solver add-on use to determine the weights of the neural network are given. The main conclusions: in the process of developing elements of the methodic of using mobile spreadsheets as a learning tools of bachelors in electromechanics for neural network modeling of technical objects, the possibility and expediency of forming critical thinking of students was shown.

Item Type: Article
Keywords: spreadsheets; neural networks; modeling of technical objects; critical thinking; bachelors in electromechanics; Google Sheets
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 > 378 Higher education. Universities. Academic study
Science and knowledge. Organization. Computer science. Information. Documentation. Librarianship. Institutions. Publications > 6 Applied Sciences. Medicine. Technology > 62 Engineering. Technology in general
Divisions: Information Technologies and Learning Tools > Department of the Cloud-Вased Systems of ICT in Education
Depositing User: Сергій Олексійович Семеріков
Date Deposited: 15 Jul 2019 20:32
Last Modified: 15 Jul 2019 20:32
URI: http://lib.iitta.gov.ua/id/eprint/716734

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