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Sentiment analysis and emotion understanding during the COVID-19 pandemic in Spain and its impact on digital ecosystems.

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dc.affiliation.dptoUC3M. Departamento de Biblioteconomía y Documentaciónes
dc.contributor.authorDe las Heras Pedrosa, Carlos
dc.contributor.authorSánchez-Núñez, Pablo
dc.contributor.authorPeláez, José Ignacio
dc.date.accessioned2024-01-09T11:44:20Z
dc.date.available2024-01-09T11:44:20Z
dc.date.issued2020-07-31
dc.description.abstractCOVID-19 has changed our lives forever. The world we knew until now has been transformed and nowadays we live in a completely new scenario in a perpetual restructuring transition, in which the way we live, relate, and communicate with others has been altered permanently. Within this context, risk communication is playing a decisive role when informing, transmitting, and channeling the flow of information in society. COVID-19 has posed a real pandemic risk management challenge in terms of impact, preparedness, response, and mitigation by governments, health organizations, non-governmental organizations (NGOs), mass media, and stakeholders. In this study, we monitored the digital ecosystems during March and April 2020, and we obtained a sample of 106,261 communications through the analysis of APIs and Web Scraping techniques. This study examines how social media has affected risk communication in uncertain contexts and its impact on the emotions and sentiments derived from the semantic analysis in Spanish society during the COVID-19 pandemic.en
dc.description.sponsorshipThe research was funded by Programa Operativo FEDER Andalucía 2014–2020 under grant number UMA18-FEDERJA-148 and Plan Propio-Universidad de Málaga.en
dc.identifier.bibliographicCitationde las Heras-Pedrosa, C.; Sánchez-Núñez, P.; Peláez, J.I. Sentiment Analysis and Emotion Understanding during the COVID-19 Pandemic in Spain and Its Impact on Digital Ecosystems. Int. J. Environ. Res. Public Health 2020, 17, 5542es
dc.identifier.doihttps://doi.org/10.3390/ijerph17155542
dc.identifier.issn1661-7827
dc.identifier.publicationfirstpage1
dc.identifier.publicationissue5542
dc.identifier.publicationlastpage22
dc.identifier.publicationtitleInternational Journal of Environmental Research and Public Healthen
dc.identifier.publicationvolume17(15)es
dc.identifier.urihttps://hdl.handle.net/10016/39180
dc.identifier.uxxiAR/0000033907
dc.language.isoenges
dc.publisherMDPIes
dc.relation.projectIDGobierno de España. UMA18-FEDERJA-148es
dc.rights© 2020 by the authors.es
dc.rightsAtribución 3.0 España*
dc.rights.accessRightsopen accesses
dc.rights.urihttp://creativecommons.org/licenses/by/3.0/es/*
dc.subject.ecienciaBiblioteconomía y Documentaciónes
dc.subject.otherCoronavirusen
dc.subject.otherCovid-19en
dc.subject.otherSars-Cov-2en
dc.subject.otherPublic healthen
dc.subject.otherHealth communicationen
dc.subject.otherSentiment analysisen
dc.subject.otherEmotion understandingen
dc.subject.otherOpinion miningen
dc.subject.otherRisk communicationen
dc.subject.otherSocial mediaen
dc.titleSentiment analysis and emotion understanding during the COVID-19 pandemic in Spain and its impact on digital ecosystems.en
dc.typeresearch articleen
dc.type.hasVersionVoRes
dspace.entity.typePublication
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