From host's descriptions to guests' reviews: Semantic similarities

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,...

Full description

Saved in:
Bibliographic Details
Main Authors: Mariana Cavique, Ricardo Ribeiro, Fernando Batista, Antónia Correia
Format: Article
Language:English
Published: Elsevier 2025-11-01
Series:Annals of Tourism Research Empirical Insights
Subjects:
Online Access:http://www.sciencedirect.com/science/article/pii/S2666957925000229
Tags: Add Tag
No Tags, Be the first to tag this record!