Computer Simulation of Neural Networks Using Spreadsheets: Dr. Anderson, Welcome Back

- Semerikov, Serhiy O. (orcid.org/0000-0003-0789-0272), Teplytskyi, I.O., Yechkalo, Yu.V. (orcid.org/0000-0002-0164-8365), Markova, Oksana (orcid.org/0000-0002-5236-6640), Soloviev, V.N. (orcid.org/0000-0002-4945-202X) and Kiv, A.E. (2019) Computer Simulation of Neural Networks Using Spreadsheets: Dr. Anderson, Welcome Back Proceedings of the 15th International Conference on ICT in Education, Research and Industrial Applications. Integration, Harmonization and Knowledge Transfer, 2 (2393). pp. 833-848. ISSN 1613-0073

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Abstract

The authors of the given article continue the series presented by the 2018 paper “Computer Simulation of Neural Networks Using Spreadsheets: The Dawn of the Age of Camelot”. This time, they consider mathematical informatics as the basis of higher engineering education fundamentalization. Mathematical informatics deals with smart simulation, information security, long-term data storage and big data management, artificial intelligence systems, etc. The authors suggest studying basic principles of mathematical informatics by applying cloud-oriented means of various levels including those traditionally considered supplementary – spreadsheets. The article considers ways of building neural network models in cloud-oriented spreadsheets, Google Sheets. The model is based on the problem of classifying multi-dimensional data provided in “The Use of Multiple Measurements in Taxonomic Problems” by R. A. Fisher. Edgar Anderson’s role in collecting and preparing the data in the 1920s-1930s is discussed as well as some peculiarities of data selection. There are presented data on the method of multi-dimensional data presentation in the form of an ideograph developed by Anderson and considered one of the first efficient ways of data visualization.

Item Type: Article
Keywords: Anderson’s Iris, cloud-based learning tools, computer simulation, mathematical informatics, neural networks, spreadsheets
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
Divisions: Information Technologies and Learning Tools > Joint laboratory with SIHE “Kryvyi Rih National University”
Depositing User: Сергій Олексійович Семеріков
Date Deposited: 02 Jul 2019 09:21
Last Modified: 10 Oct 2019 18:57
URI: http://lib.iitta.gov.ua/id/eprint/716615

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