Forecasting the Arrival of the Next Pandemic Wave – Modeling and Tools

The scope of the paper is to review the literature on data analysis and visualization in the context of the COVID-19 pandemic and to describe the different tools and methods used in this type of analysis. Examples of the use of these tools in practice and their limitations will also be presented. The paper concludes with conclusions and recommendations for the use of data analysis and visualization to better understand the COVID-19 pandemic and to predict the arrival of future pandemic waves.An important feature of the article is the possibility of a broad overview of modelling possibilities and the selection of appropriate frameworks and tools which can be used in the educational process of data analysis for students for in-depth study and prediction of trends and data, in particular of such important issues as the evolution of pandemic.

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Publication Details

Journal
Journal of Education Technology and Computer Science
Published
2024-12-19
DOI
https://doi.org/10.15584/jetacomps.2024.5.8
Primary Topic
Statistics Education and Methodologies
Type
article
Field-Weighted Citation Impact
0.00
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article

Forecasting the Arrival of the Next Pandemic Wave – Modeling and Tools

Peter Gorniak, Mirosław Mazurek, Paweł Dymora
Journal of Education Technology and Computer Science
Statistics Education and Methodologies
article

Forecasting the Arrival of the Next Pandemic Wave – Modeling and Tools

Peter Gorniak, Mirosław Mazurek, Paweł Dymora
article en

Abstract

The scope of the paper is to review the literature on data analysis and visualization in the context of the COVID-19 pandemic and to describe the different tools and methods used in this type of analysis. Examples of the use of these tools in practice and their limitations will also be presented. The paper concludes with conclusions and recommendations for the use of data analysis and visualization to better understand the COVID-19 pandemic and to predict the arrival of future pandemic waves.An important feature of the article is the possibility of a broad overview of modelling possibilities and the selection of appropriate frameworks and tools which can be used in the educational process of data analysis for students for in-depth study and prediction of trends and data, in particular of such important issues as the evolution of pandemic.

Journal of Education Technology and Computer ScienceVol. 5(35)
Rzeszów University of Technology (PL)
Good health and well-being
Openalex Percentile: Top 76%
Statistics Education and Methodologies
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