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Analysis of information cascading and propagation barriers across distinctive news events

News reporting, on events that occur in our society, can have different styles and structures, as well as different dynamics of news spreading over time. News publishers have the potential to spread their news and reach out to a large number of readers worldwide. In this paper we would like to under...

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Detalles Bibliográficos
Autores principales: Sittar, Abdul, Mladenić, Dunja, Grobelnik, Marko
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Springer US 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8407106/
https://www.ncbi.nlm.nih.gov/pubmed/34483483
http://dx.doi.org/10.1007/s10844-021-00654-9
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author Sittar, Abdul
Mladenić, Dunja
Grobelnik, Marko
author_facet Sittar, Abdul
Mladenić, Dunja
Grobelnik, Marko
author_sort Sittar, Abdul
collection PubMed
description News reporting, on events that occur in our society, can have different styles and structures, as well as different dynamics of news spreading over time. News publishers have the potential to spread their news and reach out to a large number of readers worldwide. In this paper we would like to understand how well they are doing it and which kind of obstacles the news may encounter when spreading. The news to be spread wider cross multiple barriers such as linguistic (the most evident one, as they get published in other natural languages), economic, geographical, political, time zone, and cultural barriers. Observing potential differences between spreading of news on different events published by multiple publishers can bring insights into what may influence the differences in the spreading patterns. There are multiple reasons, possibly many hidden, influencing the speed and geographical spread of news. This paper studies information cascading and propagation barriers, applying the proposed methodology on three distinctive kinds of events: Global Warming, earthquakes, and FIFA World Cup. Our findings suggest that 1) the scope of a specific event significantly effects the news spreading across languages, 2) geographical size of a news publisher’s country is directly proportional to the number of publishers and articles reporting on the same information, 3) countries with shorter time-zone differences and similar cultures tend to propagate news between each other, 4) news related to Global Warming comes across economic barriers more smoothly than news related to FIFA World Cup and earthquakes and 5) events which may in some way involve political benefits are mostly published by those publishers which are not politically neutral.
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spelling pubmed-84071062021-09-01 Analysis of information cascading and propagation barriers across distinctive news events Sittar, Abdul Mladenić, Dunja Grobelnik, Marko J Intell Inf Syst Article News reporting, on events that occur in our society, can have different styles and structures, as well as different dynamics of news spreading over time. News publishers have the potential to spread their news and reach out to a large number of readers worldwide. In this paper we would like to understand how well they are doing it and which kind of obstacles the news may encounter when spreading. The news to be spread wider cross multiple barriers such as linguistic (the most evident one, as they get published in other natural languages), economic, geographical, political, time zone, and cultural barriers. Observing potential differences between spreading of news on different events published by multiple publishers can bring insights into what may influence the differences in the spreading patterns. There are multiple reasons, possibly many hidden, influencing the speed and geographical spread of news. This paper studies information cascading and propagation barriers, applying the proposed methodology on three distinctive kinds of events: Global Warming, earthquakes, and FIFA World Cup. Our findings suggest that 1) the scope of a specific event significantly effects the news spreading across languages, 2) geographical size of a news publisher’s country is directly proportional to the number of publishers and articles reporting on the same information, 3) countries with shorter time-zone differences and similar cultures tend to propagate news between each other, 4) news related to Global Warming comes across economic barriers more smoothly than news related to FIFA World Cup and earthquakes and 5) events which may in some way involve political benefits are mostly published by those publishers which are not politically neutral. Springer US 2021-08-31 2022 /pmc/articles/PMC8407106/ /pubmed/34483483 http://dx.doi.org/10.1007/s10844-021-00654-9 Text en © The Author(s) 2021 https://creativecommons.org/licenses/by/4.0/Open AccessThis article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) .
spellingShingle Article
Sittar, Abdul
Mladenić, Dunja
Grobelnik, Marko
Analysis of information cascading and propagation barriers across distinctive news events
title Analysis of information cascading and propagation barriers across distinctive news events
title_full Analysis of information cascading and propagation barriers across distinctive news events
title_fullStr Analysis of information cascading and propagation barriers across distinctive news events
title_full_unstemmed Analysis of information cascading and propagation barriers across distinctive news events
title_short Analysis of information cascading and propagation barriers across distinctive news events
title_sort analysis of information cascading and propagation barriers across distinctive news events
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8407106/
https://www.ncbi.nlm.nih.gov/pubmed/34483483
http://dx.doi.org/10.1007/s10844-021-00654-9
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