Natural language processing for extracting consumer sentiment dynamics through multimodal social media analysis to predict microeconomic consumption pattern shifts
Crossref DOI link: https://doi.org/10.1186/s40537-025-01315-2
Published Online: 2025-11-17
Update policy: https://doi.org/10.1007/springer_crossmark_policy
Weng, Yukai
Isleem, Haytham F.
Hindi, Khalil El
Ezugwu, Absalom E.
Text and Data Mining valid from 2025-11-17
Version of Record valid from 2025-11-17
Article History
Received: 21 May 2025
Accepted: 15 October 2025
First Online: 17 November 2025
Declarations
:
: The authors declare no competing interests.