Discursive dynamics and local contexts on Twitter: The refugee crisis in Europe
In today’s hybrid media environment, traditional news organizations extend their presence on Online Social Networks (OSNs) and compete with political and civil society organizations, public figures, and other influential digital storytelling individuals. This article examines conversations on Twitte...
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| Vydáno v: | Discourse & communication Ročník 17; číslo 3; s. 354 - 380 |
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| Hlavní autoři: | , |
| Médium: | Journal Article |
| Jazyk: | angličtina |
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London, England
SAGE Publications
01.06.2023
SAGE PUBLICATIONS, INC |
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| ISSN: | 1750-4813, 1750-4821 |
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| Abstract | In today’s hybrid media environment, traditional news organizations extend their presence on Online Social Networks (OSNs) and compete with political and civil society organizations, public figures, and other influential digital storytelling individuals. This article examines conversations on Twitter, one of the most widely used OSNs, about Europe’s refugee crisis in 2014 and 2015. We use, in particular, topic modeling techniques to deduce the existence of a complex network of Twitter topics formed in response to coverage of and opinion formation surrounding the European refugee crisis. We collected more than 11 million tweets in six different languages. One of our most significant findings is that while most conversations happen in English, the refugee crisis has had different rhythms in other languages. Our assumption is that this could be evidence that the power of mainstream local media on Twitter to set the agenda is considerable, at least regarding refugee-related conversations in Europe. |
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| AbstractList | In today’s hybrid media environment, traditional news organizations extend their presence on Online Social Networks (OSNs) and compete with political and civil society organizations, public figures, and other influential digital storytelling individuals. This article examines conversations on Twitter, one of the most widely used OSNs, about Europe’s refugee crisis in 2014 and 2015. We use, in particular, topic modeling techniques to deduce the existence of a complex network of Twitter topics formed in response to coverage of and opinion formation surrounding the European refugee crisis. We collected more than 11 million tweets in six different languages. One of our most significant findings is that while most conversations happen in English, the refugee crisis has had different rhythms in other languages. Our assumption is that this could be evidence that the power of mainstream local media on Twitter to set the agenda is considerable, at least regarding refugee-related conversations in Europe. |
| Author | Stojkov, Aleksandar Warin, Thierry |
| Author_xml | – sequence: 1 givenname: Thierry surname: Warin fullname: Warin, Thierry email: thierry.warin@hec.ca organization: HEC Montréal, Canada – sequence: 2 givenname: Aleksandar surname: Stojkov fullname: Stojkov, Aleksandar organization: Ss. Cyril and Methodius University, North Macedonia |
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| Cites_doi | 10.1016/j.eswa.2020.114006 10.1093/acprof:oso/9780199759477.001.0001 10.1080/17470218.2012.662989 10.1037/a0025308 10.17645/mac.v7i2.1983 10.1162/003355305775097542 10.1111/jcc4.12143 10.1177/2056305118764437 10.1177/0093650202029002004 10.1080/14782804.2020.1773775 10.1007/s11127-014-0171-5 10.18637/jss.v091.i02 10.1080/02699931.2013.851068 10.3758/s13428-012-0195-z 10.1177/1750481317714121 10.1111/ecca.12227 10.1080/1369118X.2017.1340500 10.1162/qjec.122.3.1187 10.1177/001654927702300403 10.1007/978-1-4471-2969-1_1 10.1111/jcom.12087 10.1017/S0003055402000230 10.1177/02673231211012173 10.1371/journal.pone.0094785 10.1037/a0027209 10.1080/1369183X.2020.1851471 10.1080/1369118X.2011.554572 10.1177/0270467610380011 10.1080/23808985.1988.11678708 10.3758/s13428-012-0208-y 10.1007/978-3-319-13590-8_7 10.1177/0951629807077569 10.2307/j.ctv176ktst.13 10.4135/9781526486387.n26 10.1086/499414 10.1126/sciadv.aau4586 |
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| Keywords | Agenda-setting theory natural language processing discourse analysis authority structural topic modeling refugee crisis social media influence |
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| Title | Discursive dynamics and local contexts on Twitter: The refugee crisis in Europe |
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