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Tourism destination events classifier based on artificial intelligence techniques

Author

Listed:
  • Miguel Camacho-Ruiz
  • Ram'on Alberto Carrasco
  • Gema Fern'andez-Avil'es
  • Antonio LaTorre

Abstract

Identifying client needs to provide optimal services is crucial in tourist destination management. The events held in tourist destinations may help to meet those needs and thus contribute to tourist satisfaction. As with product management, the creation of hierarchical catalogs to classify those events can aid event management. The events that can be found on the internet are listed in dispersed, heterogeneous sources, which makes direct classification a difficult, time-consuming task. The main aim of this work is to create a novel process for automatically classifying an eclectic variety of tourist events using a hierarchical taxonomy, which can be applied to support tourist destination management. Leveraging data science methods such as CRISP-DM, supervised machine learning, and natural language processing techniques, the automatic classification process proposed here allows the creation of a normalized catalog across very different geographical regions. Therefore, we can build catalogs with consistent filters, allowing users to find events regardless of the event categories assigned at source, if any. This is very valuable for companies that offer this kind of information across multiple regions, such as airlines, travel agencies or hotel chains. Ultimately, this tool has the potential to revolutionize the way companies and end users interact with tourist events information.

Suggested Citation

  • Miguel Camacho-Ruiz & Ram'on Alberto Carrasco & Gema Fern'andez-Avil'es & Antonio LaTorre, 2024. "Tourism destination events classifier based on artificial intelligence techniques," Papers 2410.19741, arXiv.org.
    • Handle: RePEc:arx:papers:2410.19741
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    References listed on IDEAS

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    1. Gjorgievski, Mijalce & Kozuharov , Saso & Nakovski , Dejan, 2013. "Typology Of Recreational-Tourism Resources As An Important Element Of The Tourist Offer," UTMS Journal of Economics, University of Tourism and Management, Skopje, Macedonia, vol. 4(1), pages 53-60.
    2. Getz, Donald & Page, Stephen J., 2016. "Progress and prospects for event tourism research," Tourism Management, Elsevier, vol. 52(C), pages 593-631.
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