Crossmark

Advancing tourism sentiment analysis: a comparative evaluation of traditional machine learning, deep learning, and transformer models on imbalanced datasets

Crossref DOI link: https://doi.org/10.1007/s40558-025-00336-0

Published Online: 2025-08-02

Update policy: https://doi.org/10.1007/springer_crossmark_policy

Authors

Srianan, Sawitree

Nanthaamornphong, Aziz https://orcid.org/0000-0002-1618-6001
Phucharoen, Chayanon https://orcid.org/0000-0003-0565-7389
Funding

Funding for this research was provided by:

the Digital Science for Economy, Society, Human Resources Innovative Development and Environment project funded by Reinventing Universities & Research Institutes (2046735)
License Information

Text and Data Mining valid from 2025-08-02

Version of Record valid from 2025-08-02
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Article History

Received: 4 March 2025

Revised: 12 July 2025

Accepted: 28 July 2025

First Online: 2 August 2025

Declarations

:

: The authors declare no competing interests.

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