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Semantic Icons: A Sentiment Analysis as a Contribution to Sustainable Tourism

Author

Listed:
  • Juan Pablo Vázquez Loaiza

    (Departamento de Ingeniería Agroforestal de la ETSIAAB, Universidad Politécnica de Madrid, 28040 Madrid, Spain)

  • Antonio Pérez-Torres

    (Grupo de Investigación de la Gestión de las Mipymes, Universidad Politécnica Salesiana, Cuenca 010102, Ecuador)

  • Karol Marylin Díaz Contreras

    (Salesian Language Institute, Universidad Politécnica Salesiana, Cuenca 010102, Ecuador)

Abstract

The construction of this research was developed to reflect the way information and communication technologies (ICT) have transformed the tourist distribution channel. This phenomenon has caused, in the first place, the direct interaction between tourists and tourism operators and, second, the appearance of real virtual intermediation actors, a situation that disadvantages the activity of traditional travel agencies and causes immersions in reintermediation processes at risk of compromising its permanence in the market. On the other hand, in a sustainable tourism context, this work represents an opportunity for intermediation agencies in terms of a value management practice as they can develop sustainable promotion processes that promote, for example, the protection of the territory, the conservation of resources, and cultural rescue. Therefore, according to travel agencies, to directly influence the distribution chain, we verified this work to demonstrate the use of digital language as a benefit in the design of sustainable tourism products. Thus, from the methodological discipline of discourse analysis, we created sets of words with semantic content that were valued through the sentiment scales of the Facebook social media network. The results showed that digital promotion favors airline companies and hostels more than a sustainable tourism environment as such. Finally, from the study of probability and density equations, predictive models were used to configure linguistic icons in promoting sustainable tourism.

Suggested Citation

  • Juan Pablo Vázquez Loaiza & Antonio Pérez-Torres & Karol Marylin Díaz Contreras, 2019. "Semantic Icons: A Sentiment Analysis as a Contribution to Sustainable Tourism," Sustainability, MDPI, vol. 11(17), pages 1-21, August.
    • Handle: RePEc:gam:jsusta:v:11:y:2019:i:17:p:4655-:d:261284
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    References listed on IDEAS

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    1. Flora Cortese & Ida D’Ambrosio & Miriam Petracca, 2019. "A Possible Synergy between Culture and Religion for the Sustainability of Tourism of Pompeii," Sustainability, MDPI, vol. 11(8), pages 1-16, April.
    2. Yen, Dorothy A. & Dey, Bidit, 2019. "Acculturation in the social media: Myth or reality? Analysing social-media-led integration and polarisation," Technological Forecasting and Social Change, Elsevier, vol. 145(C), pages 426-427.
    3. Nepal, Rabindra & al Irsyad, M. Indra & Nepal, Sanjay Kumar, 2018. "Tourist arrivals, energy consumption and pollutant emissions in a developing economy–implications for sustainable tourism," Working Papers 2018-10, University of Tasmania, Tasmanian School of Business and Economics.
    4. Moon Young Kang & Byungho Park, 2018. "Sustainable Corporate Social Media Marketing Based on Message Structural Features: Firm Size Plays a Significant Role as a Moderator," Sustainability, MDPI, vol. 10(4), pages 1-14, April.
    5. Virgil Nicula & Roxana Elena Pop?a, 2018. "Involvement of Rural Tourism Operators in the Project “Sibiu European Gastronomic Region”," The AMFITEATRU ECONOMIC journal, Academy of Economic Studies - Bucharest, Romania, vol. 20(S12), pages 951-951, November.
    6. Tribe, John & Mkono, Muchazondida, 2017. "Not such smart tourism? The concept of e-lienation," Annals of Tourism Research, Elsevier, vol. 66(C), pages 105-115.
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