Linguistic Analysis of Internet Media and Social Network Data in the Problems of Social Transformation Assessment

A combined approach has been developed to estimate the effectiveness of social transformations as a measure of inconsistency between the actions of the authorities and the expectations of society and the synergy (social activity) of people, based on formalized coordination of the results obtained by...

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Autores principales: Zgurovsky, M., Lande, D., Boldak, A., Yefremov, K., Perestyuk, M.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Springer US 2021
Materias:
Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8012154/
https://www.ncbi.nlm.nih.gov/pubmed/33821121
http://dx.doi.org/10.1007/s10559-021-00348-8
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author Zgurovsky, M.
Lande, D.
Boldak, A.
Yefremov, K.
Perestyuk, M.
author_facet Zgurovsky, M.
Lande, D.
Boldak, A.
Yefremov, K.
Perestyuk, M.
author_sort Zgurovsky, M.
collection PubMed
description A combined approach has been developed to estimate the effectiveness of social transformations as a measure of inconsistency between the actions of the authorities and the expectations of society and the synergy (social activity) of people, based on formalized coordination of the results obtained by the method of expert assessments and methods of sentiment analysis and intelligent analysis of text messages from online open sources and social networks. These methods are implemented as a set of web services and applications in the development environment of the Advanced Analytics integrated online platform of the World Data Center “Geoinformatics and Sustainable Development.” The effectiveness of the proposed approach is demonstrated by a quantitative assessment of the attitude of the population of Ukraine to the actions of the authorities concerned with the spread of the COVID-19 pandemic.
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spelling pubmed-80121542021-04-01 Linguistic Analysis of Internet Media and Social Network Data in the Problems of Social Transformation Assessment Zgurovsky, M. Lande, D. Boldak, A. Yefremov, K. Perestyuk, M. Cybern Syst Anal Article A combined approach has been developed to estimate the effectiveness of social transformations as a measure of inconsistency between the actions of the authorities and the expectations of society and the synergy (social activity) of people, based on formalized coordination of the results obtained by the method of expert assessments and methods of sentiment analysis and intelligent analysis of text messages from online open sources and social networks. These methods are implemented as a set of web services and applications in the development environment of the Advanced Analytics integrated online platform of the World Data Center “Geoinformatics and Sustainable Development.” The effectiveness of the proposed approach is demonstrated by a quantitative assessment of the attitude of the population of Ukraine to the actions of the authorities concerned with the spread of the COVID-19 pandemic. Springer US 2021-04-01 2021 /pmc/articles/PMC8012154/ /pubmed/33821121 http://dx.doi.org/10.1007/s10559-021-00348-8 Text en © Springer Science+Business Media, LLC, part of Springer Nature 2021 This article is made available via the PMC Open Access Subset for unrestricted research re-use and secondary analysis in any form or by any means with acknowledgement of the original source. These permissions are granted for the duration of the World Health Organization (WHO) declaration of COVID-19 as a global pandemic.
spellingShingle Article
Zgurovsky, M.
Lande, D.
Boldak, A.
Yefremov, K.
Perestyuk, M.
Linguistic Analysis of Internet Media and Social Network Data in the Problems of Social Transformation Assessment
title Linguistic Analysis of Internet Media and Social Network Data in the Problems of Social Transformation Assessment
title_full Linguistic Analysis of Internet Media and Social Network Data in the Problems of Social Transformation Assessment
title_fullStr Linguistic Analysis of Internet Media and Social Network Data in the Problems of Social Transformation Assessment
title_full_unstemmed Linguistic Analysis of Internet Media and Social Network Data in the Problems of Social Transformation Assessment
title_short Linguistic Analysis of Internet Media and Social Network Data in the Problems of Social Transformation Assessment
title_sort linguistic analysis of internet media and social network data in the problems of social transformation assessment
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8012154/
https://www.ncbi.nlm.nih.gov/pubmed/33821121
http://dx.doi.org/10.1007/s10559-021-00348-8
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