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  4. Development a deeper understanding of visitors' sentiments towards natura 2000 protected areas: Evidence from online reviews
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Development a deeper understanding of visitors' sentiments towards natura 2000 protected areas: Evidence from online reviews

Date Issued
April 28, 2024
Author(s)
Kosmas, Petros C.  
Theocharous, Antonis L.  
Christodoulou, Evripides  
Andreev, Hristo  
Giannoulis, Petros  
Panagopoulou, Maria  
DOI
10.1007/978-3-031-52041-9_26
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.
Subjects

Online reviews

Protected areas

NATURA 2000

Sentiment analysis

Topic analysis

XGBoost

e-WOM

Clustering algorithm

TripAdvisor platform

Social environment

Akamas Peninsula

Cyprus

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