Visualization of Big Data as an Important Component of ICT Competence of a Modern Specialist

Analysis of Big Data is currently gaining more and more importance in the professional activity of almost any specialist. Analysis of such data using computing power and special software is the subject of activity of professionals analysts. At the same time, the need for analysis of Big Data in the context of the decision-making task arises in a much wider range of specialists. In this case, it is necessary to find simpler but more effective methods of analyzing Big Data. The article considers one of the possible methods of such analysis, based on the visualization of Big Data with minimal computer processing. The main idea of this method is based on the observation that the hidden structure of the data array begins to manifest itself already at the first steps of computer processing of this array. In this case, it makes sense to complete the processing, in the designated trends to visualize manually. To solve decision-making problems, the use of the resulting visual image, as a rule, is sufficient. The named visualization skills should be mastered by a wide range of specialists within the framework of the formation of ICT competence.

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Publication Details

Journal
Standards and Monitoring in Education
Published
2025-05-18
DOI
https://doi.org/10.12737/1998-1740-2025-13-2-50-54
Primary Topic
Engineering Education and Technology
Type
article
Field-Weighted Citation Impact
0.00
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article

Visualization of Big Data as an Important Component of ICT Competence of a Modern Specialist

Margarita I. Shutikova, A. Dzamykhov, Marina Dzamyhova
Standards and Monitoring in Education
Engineering Education and Technology
article

Visualization of Big Data as an Important Component of ICT Competence of a Modern Specialist

Margarita I. Shutikova, A. Dzamykhov, Marina Dzamyhova
article en

Abstract

Analysis of Big Data is currently gaining more and more importance in the professional activity of almost any specialist. Analysis of such data using computing power and special software is the subject of activity of professionals analysts. At the same time, the need for analysis of Big Data in the context of the decision-making task arises in a much wider range of specialists. In this case, it is necessary to find simpler but more effective methods of analyzing Big Data. The article considers one of the possible methods of such analysis, based on the visualization of Big Data with minimal computer processing. The main idea of this method is based on the observation that the hidden structure of the data array begins to manifest itself already at the first steps of computer processing of this array. In this case, it makes sense to complete the processing, in the designated trends to visualize manually. To solve decision-making problems, the use of the resulting visual image, as a rule, is sufficient. The named visualization skills should be mastered by a wide range of specialists within the framework of the formation of ICT competence.

Standards and Monitoring in EducationVol. 13(2)
Lomonosov Moscow State University (RU), North-Caucasus Federal University (RU), Russian State University for Physical Education Sport Youth and Tourism (RU), Moscow State University (TJ)
Openalex Percentile: Top 85%
Engineering Education and Technology
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