Determinants of Guest Experience in Airbnb: A Topic Modeling Approach Using LDA

This study inductively analyzes the topics of interest that drive customer experience and satisfaction within the sharing economy of the accommodation sector. Using a dataset of 1,086,800 Airbnb reviews across New York City, the text is preprocessed and latent Dirichlet allocation is utilized in ord...

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Bibliographic Details
Main Authors: Ian Sutherland, Kiattipoom Kiatkawsin
Format: Article
Language:English
Published: MDPI AG 2020-04-01
Series:Sustainability
Subjects:
Online Access:https://www.mdpi.com/2071-1050/12/8/3402