Exportar Publicação

A publicação pode ser exportada nos seguintes formatos: referência da APA (American Psychological Association), referência do IEEE (Institute of Electrical and Electronics Engineers), BibTeX e RIS.

Exportar Referência (APA) 
Cavique, M., Ribeiro, R., Batista, F. & Correia, A. (2025). From host's descriptions to guests' reviews: Semantic similarities. Annals of Tourism Research Empirical Insights. 6 (2)
Exportar Referência (IEEE) 
M. S. Santos et al.,  "From host's descriptions to guests' reviews: Semantic similarities", in Ann. of Tourism Research Empirical Insights, vol. 6, no. 2, 2025
Exportar BibTeX 
@article{santos2025_1766124230315,
	author = "Cavique, M. and Ribeiro, R. and Batista, F. and Correia, A.",
	title = "From host's descriptions to guests' reviews: Semantic similarities",
	journal = "Annals of Tourism Research Empirical Insights",
	year = "2025",
	volume = "6",
	number = "2",
	doi = "10.1016/j.annale.2025.100187",
	url = "https://www.sciencedirect.com/journal/annals-of-tourism-research-empirical-insights"
}
Exportar RIS 
TY  - JOUR
TI  - From host's descriptions to guests' reviews: Semantic similarities
T2  - Annals of Tourism Research Empirical Insights
VL  - 6
IS  - 2
AU  - Cavique, M.
AU  - Ribeiro, R.
AU  - Batista, F.
AU  - Correia, A.
PY  - 2025
DO  - 10.1016/j.annale.2025.100187
UR  - https://www.sciencedirect.com/journal/annals-of-tourism-research-empirical-insights
AB  - This study investigates the semantic alignment between Airbnb property descriptions and guest reviews. Word2Vec embeddings and affinity propagation clustering are used to identify granular semantic concepts, enabling a detailed comparison of the two text types. A new metric, concept coverage ratio, is introduced to measure the extent to which the guest review content is reflected in property descriptions. Results show that a higher concept coverage ratio is generally associated with more positive sentiment in reviews, suggesting that better alignment between host and guest perspectives contributes to guest satisfaction. However, longer and detailed descriptions may limit the potential for pleasantly surprising guests, as it reduces the chance for positive disconfirmation. These findings offer practical insights for improving communication in peer-to-peer accommodation.
ER  -