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Modeling and diffusion of news topics in social media: Features and factors of the emergence of news in a twitter informative channel

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dc.creatorCalderón C.A.spa
dc.creatorCaro E.B.spa
dc.creatorAguaded I.spa
dc.date.accessioned2020-05-26T00:05:14Z
dc.date.available2020-05-26T00:05:14Z
dc.date.created2019spa
dc.description.abstractThis study aims to characterize the modeling and diffusion of news topics in social media and determine the factors that influenced them. With Big Data analysis methods, such as topic modeling and sentiment analysis, we analyzed one year of tweets from Colombian newspaper El Tiempo. We found that the appearance of long-term topics was related to the message's attributes. Theoretical implications and contributions considering Diffusion of Innovations' model are mentioned. © 2018 Universidad de Guadalajara. All rights reserved.eng
dc.format.mimetypeapplication/pdf
dc.identifier.doihttps://doi.org/10.32870/cys.v2019i0.6437
dc.identifier.issn0188252X
dc.identifier.urihttps://repository.urosario.edu.co/handle/10336/23769
dc.language.isoengspa
dc.publisherUniversidad de Guadalajaraspa
dc.relation.citationTitleComunicacion y Sociedad (Mexico)
dc.relation.citationVolumeVol. 2019
dc.relation.ispartofComunicacion y Sociedad (Mexico), ISSN:0188252X, Vol.2019,(2019)spa
dc.relation.urihttps://www.scopus.com/inward/record.uri?eid=2-s2.0-85063519242&doi=10.32870%2fcys.v2019i0.6437&partnerID=40&md5=31a5a5603b600a6aaf6004fef60c05b6spa
dc.rights.accesRightsinfo:eu-repo/semantics/openAccess
dc.rights.accesoAbierto (Texto Completo)spa
dc.source.instnameinstname:Universidad del Rosariospa
dc.source.reponamereponame:Repositorio Institucional EdocURspa
dc.subject.keywordBig Dataspa
dc.subject.keywordDissemination of newsspa
dc.subject.keywordSocial mediaspa
dc.subject.keywordTopic modelingspa
dc.subject.keywordTwitterspa
dc.titleModeling and diffusion of news topics in social media: Features and factors of the emergence of news in a twitter informative channelspa
dc.title.TranslatedTitleModelado y difusión de temas noticiosos en medios sociales: características y factores de la emergencia de noticias en un canal informativo de Twitterspa
dc.typearticleeng
dc.type.hasVersioninfo:eu-repo/semantics/publishedVersion
dc.type.spaArtículospa
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