Topic Modeling of Online Accommodation Reviews via Latent Dirichlet Allocation

Topic Modeling of Online Accommodation Reviews via Latent Dirichlet Allocation

There is a lot of attention given to the determinants of guest satisfaction and consumer behavior in the tourism literature. While much extant literature uses a deductive approach for identifying guest satisfaction dimensions, we apply an inductive approach by utilizing large unstructured text data...

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Bibliographic Details
Main Authors: Ian Sutherland, Youngseok Sim, Seul Ki Lee, Jaemun Byun, Kiattipoom Kiatkawsin
Format: Article
Language:English
Published: MDPI AG 2020-02-01
Series:Sustainability
Subjects:
topic modeling
latent dirichlet allocation
tourism 4.0
online travel agency
online review
text analytics
improve customer satisfaction
inductive approach
dimensions of interest
era of big data
Online Access:https://www.mdpi.com/2071-1050/12/5/1821

Internet

https://www.mdpi.com/2071-1050/12/5/1821

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