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The Role of Twitter and Google Trends in Identifying the Perception of Russia-Ukraine Wars

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The Role of Twitter and Google Trends in Identifying the Perception of Russia-Ukraine Wars

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dc.contributor.author Miracula, Vincenzo es_ES
dc.contributor.author Celardi, Elvira es_ES
dc.coverage.spatial east=31.16558; north=48.379433; name=Ucraïna es_ES
dc.coverage.spatial east=37.6173; north=55.755826; name=Rússia es_ES
dc.date.accessioned 2024-01-11T13:06:12Z
dc.date.available 2024-01-11T13:06:12Z
dc.date.issued 2023-09-22
dc.identifier.isbn 9788413960869
dc.identifier.uri http://hdl.handle.net/10251/201800
dc.description.abstract [EN] The COVID-19 pandemic has not only changed the social reality we were used to but also confirmed how data is one of the most valuable resources. We examine the search volume of Google Trends to understand the perception of the war in Ukraine based on people's online information search behaviour and Twitter to figure out how people discuss, react and respond to emergent phenomena from complex events like a war. The data collected from Twitter shows that the public reaction to the events of the 2022 Russia-Ukraine war was diverse, with a large proportion of tweets expressing negative sentiment (≃81%) towards the events. We also show that the use of hashtags such as #NuclearThreat and #RussiaUkraineWar was prevalent during the escalation of the conflict in 2022, indicating that these events were widely discussed on Twitter. The use of these keywords and hashtags can provide a better understanding of how the war is being portrayed in the media and perceived by the general public in pseudo real-time. In order to effectively utilise these data sources, researchers should utilise a combination of quantitative and qualitative methods, including natural language processing and sentiment analysis. es_ES
dc.format.extent 10 es_ES
dc.language Inglés es_ES
dc.publisher Editorial Universitat Politècnica de València es_ES
dc.relation.ispartof 5th International Conference on Advanced Research Methods and Analytics (CARMA 2023)
dc.rights Reconocimiento - No comercial - Compartir igual (by-nc-sa) es_ES
dc.subject Sentiment analysis es_ES
dc.subject Google trends es_ES
dc.subject Russia-ukraine war es_ES
dc.subject Computational social science es_ES
dc.subject Behavioural big data es_ES
dc.title The Role of Twitter and Google Trends in Identifying the Perception of Russia-Ukraine Wars es_ES
dc.type Capítulo de libro es_ES
dc.type Comunicación en congreso es_ES
dc.identifier.doi 10.4995/CARMA2023.2023.16206
dc.rights.accessRights Abierto es_ES
dc.description.bibliographicCitation Miracula, V.; Celardi, E. (2023). The Role of Twitter and Google Trends in Identifying the Perception of Russia-Ukraine Wars. Editorial Universitat Politècnica de València. 71-80. https://doi.org/10.4995/CARMA2023.2023.16206 es_ES
dc.description.accrualMethod OCS es_ES
dc.relation.conferencename CARMA 2023 - 5th International Conference on Advanced Research Methods and Analytics es_ES
dc.relation.conferencedate Junio 28-30, 2023 es_ES
dc.relation.conferenceplace Sevilla, España es_ES
dc.relation.publisherversion http://ocs.editorial.upv.es/index.php/CARMA/CARMA2023/paper/view/16206 es_ES
dc.description.upvformatpinicio 71 es_ES
dc.description.upvformatpfin 80 es_ES
dc.type.version info:eu-repo/semantics/publishedVersion es_ES
dc.relation.pasarela OCS\16206 es_ES


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