Hotel online reviews: different languages, different opinions

dc.contributor.authorAntonio, N.
dc.contributor.authorde Almeida, A.
dc.contributor.authorNunes, L.
dc.contributor.authorBatista, F.
dc.contributor.authorRibeiro, R.
dc.date.accessioned2019-06-06T09:15:22Z
dc.date.issued2018
dc.date.updated2019-06-06T10:13:04Z
dc.description.abstractOnline reviews are one of the main influencers of hotel purchase decisions. This study performs an analysis of reviews extracted from well-known online review sources in combination with hotel sales data and concludes that ratings differ according to the language of reviews. Data science tools have been applied to English, Spanish, and Portuguese reviews, revealing that reviews written in English achieve higher ratings when compared with Spanish or Portuguese reviews. A new visualization method is proposed to quickly depict the sentiment of main topics mentioned in reviews, clearly revealing that not all customers are influenced by reviews in the same way or look for the same things in a hotel. This study has great implications for online reviews research and for hotel management as it clearly shows that language can be used to identify preferences of guests from different origins and because it gives hoteliers more information on how to provide a better service according to guests’ cultural background.eng
dc.description.versioninfo:eu-repo/semantics/acceptedVersion
dc.identifier.doi10.1007/s40558-018-0107-x
dc.identifier.issn1098-3058
dc.identifier.urihttp://hdl.handle.net/10071/18185
dc.journalInformation Technology and Tourism
dc.language.isoeng
dc.number1-4
dc.pagination157 - 185
dc.peerreviewedyes
dc.publisherSpringer
dc.relationUID/EEA/50008/2013
dc.relationUID/MULTI/0446/2013
dc.rightsopen access
dc.subjectData scienceeng
dc.subjectHospitality industryeng
dc.subjectLanguageeng
dc.subjectNatural language processingeng
dc.subjectOnline reviewseng
dc.subject.fosDomínio/Área Científica::Ciências Naturais::Ciências da Computação e da Informaçãopor
dc.subject.fosDomínio/Área Científica::Ciências Sociais::Outras Ciências Sociaispor
dc.titleHotel online reviews: different languages, different opinionseng
dc.typearticle
dc.volume18
degois.publication.firstPage157
degois.publication.issue1-4
degois.publication.lastPage185
degois.publication.titleHotel online reviews: different languages, different opinionseng
dspace.entity.typePublicationen
iscte.alternateIdentifiers.scopus2-s2.0-85044993364
iscte.alternateIdentifiers.wosWOS:000429373900009
iscte.identifier.cienciahttps://ciencia.iscte-iul.pt/id/ci-pub-46663

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