Title :
Monitoring Travel-Related Information on Social Media through Sentiment Analysis
Author :
Gonzalez-Rodriguez, M.R. ; Martinez-Torres, M.R. ; Toral, S.L.
Author_Institution :
Bus. & Manage. Dept., Univ. of Seville, Seville, Spain
Abstract :
Tourist destinations are increasingly affected by the travel-related information shared through the Web. More and more people first check the previous experiences of other customers before doing their own decision-making. This paper explores the image of travel destinations by analysing the content of opinions shared using sentiment analysis techniques. A sentiment score is obtained and analysed considering several tourist features of the travel destination as well as the usefulness of shared opinions. A well known e-word of mouth community and the city of Barcelona have been used as a case study. The results obtained reveal the sentiment orientation towards the city of Barcelona and its tourist offer. Finally, a sensitivity analysis related to the calculation of the sentiment score is included.
Keywords :
Internet; decision making; social networking (online); travel industry; Barcelona; World Wide Web; decision making; e-word of mouth community; sensitivity analysis; sentiment analysis; sentiment orientation; sentiment score; social media; tourist destinations; travel destinations; travel-related information monitoring; Analysis of variance; Cities and towns; Communities; HTML; Histograms; Semantics; Sentiment analysis; Social Media; sentiment analysis; tourism 2.0; travel-related information;
Conference_Titel :
Utility and Cloud Computing (UCC), 2014 IEEE/ACM 7th International Conference on
Conference_Location :
London
DOI :
10.1109/UCC.2014.102