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Competition among European Tourist Cities: A Comparative Analysis with Multidimensional Scaling and Self-Organizing Maps

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  • Josef A. Mazanec

    (Institute for Tourism and Leisure Studies, Vienna University of Economics and Business Administration, Augasse 2-6, A-1090 Vienna, Austria)

Abstract

The tourism researcher's attention is drawn to the neurocomputing methodology of self-organizing maps (SOMs) SOMs can be used to find a radically parsimonious representation of multidimensional profile data. The properties of an SOM network are explored in a case study on the competitive relationships between European cities as tourist destinations. SOM results are compared with a conventional INDSCAL model. The database consists of the guest mix profiles of 26 major tourist cities between 1975 and 1992.

Suggested Citation

  • Josef A. Mazanec, 1995. "Competition among European Tourist Cities: A Comparative Analysis with Multidimensional Scaling and Self-Organizing Maps," Tourism Economics, , vol. 1(3), pages 283-302, September.
    • Handle: RePEc:sae:toueco:v:1:y:1995:i:3:p:283-302
    DOI: 10.1177/135481669500100305
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    Cited by:

    1. Jia Wan & Junping Yan & Xiaomeng Wang & Ziqiang Liu & Hui Wang & Ting Wang, 2019. "Spatial-Temporal Pattern and Its Influencing Factors on Urban Tourism Competitiveness in City Agglomerations Across the Guanzhong Plain," Sustainability, MDPI, vol. 11(23), pages 1-24, November.
    2. Hany Kim & Hyo Jae Joun & Yeongbae Choe & Ashley Schroeder, 2019. "How Can a Destination Better Manage Its Offering to Visitors? Observing Visitor Experiences via Online Reviews," Sustainability, MDPI, vol. 11(17), pages 1-19, August.
    3. Arnaud Abad & Papangkorn Kongmanwatana, 2015. "Comparison of Destination Competitiveness Ranking in the European Union Using a Non-Parametric Approach," Tourism Economics, , vol. 21(2), pages 267-281, April.
    4. José Alberto Martínez-González & Vidina Tais Díaz-Padilla & Eduardo Parra-López, 2021. "Study of the Tourism Competitiveness Model of the World Economic Forum Using Rasch’s Mathematical Model: The Case of Portugal," Sustainability, MDPI, vol. 13(13), pages 1-20, June.
    5. Pierpaolo D'Urso & Girish Prayag & Marta Disegna & Riccardo Massari, 2013. "Market Segmentation using Bagged Fuzzy C–Means (BFCM): Destination Image of Western Europe among Chinese Travellers," BEMPS - Bozen Economics & Management Paper Series BEMPS13, Faculty of Economics and Management at the Free University of Bozen.
    6. Estevão, Cristina & Costa, Carlos & Fernandes, Cristina, 2019. "Competitiveness in the tourism sector: A bibliometric analysis," Journal of Tourism, Sustainability and Well-being, Cinturs - Research Centre for Tourism, Sustainability and Well-being, University of Algarve, vol. 7(1), pages 4-21.

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