Please use this identifier to cite or link to this item: https://hdl.handle.net/20.500.14279/34694
Title: Development a deeper understanding of visitors' sentiments towards natura 2000 protected areas: Evidence from online reviews
Authors: Kosmas, Petros C. 
Theocharous, Antonis L. 
Christodoulou, Evripides 
Andreev, Hristo 
Giannoulis, Petros 
Panagopoulou, Maria 
Major Field of Science: Social Sciences
Field Category: Other Social Sciences
Keywords: Online reviews;Protected areas;NATURA 2000;Sentiment analysis;Topic analysis;XGBoost;e-WOM;Clustering algorithm;TripAdvisor platform;Social environment;Akamas Peninsula;Cyprus
Issue Date: 28-Apr-2024
Source: Managing Natural and Cultural Heritage for a Durable Tourism, 2024, pp. 383–399
Start page: 383
End page: 399
Abstract: User-generated data shared by visitors on TripAdvisor provide opportunities to understand how people perceive the Natura 2000 protected areas during nature-based recreational experiences. In this study, we propose to deploy natural language processing and topic modelling technique to identify important aspects and insights of visitors using their electronic word-of-mouth (e-WOM) feedback. For the purpose of identifying the pros and cons of visitor experience, pre-existing rating systems have been utilized resulting in a conceptualization of the visitor experience in Akamas Peninsula Natura 2000 site of Cyprus. The findings of this empirical research can provide solutions into how protected areas and national parks are perceived and constructed in the virtual social environment. By implementing this proposed method, socio-political support for preservation can be enhanced, as well as environmental management plans can be improved to ensure biodiversity is protected. Additionally, it can contribute to the provision of essential goods and services for human well-being through sustainable and responsible tourism strategies that promote the sustainability of protected areas and the preservation of natural heritage.
URI: https://hdl.handle.net/20.500.14279/34694
ISBN: 9783031520419
DOI: 10.1007/978-3-031-52041-9_26
Type: Book Chapter
Affiliation : Cyprus University of Technology 
Publication Type: Peer Reviewed
Appears in Collections:Κεφάλαια βιβλίων/Book chapters

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