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Tourism Products And Sentiment Analysis, Ibrahim A. Ozen Dec 2021

Tourism Products And Sentiment Analysis, Ibrahim A. Ozen

University of South Florida (USF) M3 Publishing

OVERVIEW

Reviews about tourism products in online environments are an important data source for tourism businesses, destination managements and tourists. Tourist reviews online are completely unbiased reviews created voluntarily by tourists. Therefore, important feedback is provided for tourism businesses and destinations in the evaluation of tourism products. Collecting and analyzing tourist comments and transforming them into strategic information will create an important competitive power. Sentiment analysis, which is a sub-field of text mining, is a field of study that analyzes people’s ideas and thoughts about tourism products and services from text-based comments. Sentiment analysis can be applied at the document …


Analytics In Hospitality And Tourism: Online Travel Reviews, Estela Marine-Roig Dec 2021

Analytics In Hospitality And Tourism: Online Travel Reviews, Estela Marine-Roig

University of South Florida (USF) M3 Publishing

OVERVIEW

User-generated content, shared with other users through social media, has increased considerably in the previous decade. In particular, the content generated by travelers, mainly online travel reviews (OTRs), has grown dramatically. This abundant recorded information has served as a basis for conducting numerous research on big data and social media analytics. Reviewers share their OTRs on travel-related websites including peer-to-peer (P2P) accommodation platforms and online travel agencies (OTAs). The aim of this chapter is to offer an overview of the state of the art of hospitality and tourism analytics based on OTRs, and explore the possibilities of gaining insight, …