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Multimodal sentiment analysis for social media contents during public emergencies

Authors :
Fan Tao
Wang Hao
Wu Peng
Ling Chen
Ahvanooey Milad Taleby
Source :
Journal of Data and Information Science, Vol 8, Iss 3, Pp 61-87 (2023)
Publication Year :
2023
Publisher :
Sciendo, 2023.

Abstract

Nowadays, public opinions during public emergencies involve not only textual contents but also contain images. However, the existing works mainly focus on textual contents and they do not provide a satisfactory accuracy of sentiment analysis, lacking the combination of multimodal contents. In this paper, we propose to combine texts and images generated in the social media to perform sentiment analysis.

Details

Language :
English
ISSN :
2543683X
Volume :
8
Issue :
3
Database :
Directory of Open Access Journals
Journal :
Journal of Data and Information Science
Publication Type :
Academic Journal
Accession number :
edsdoj.0d6a42c08f6548aaa61d19f9757072dc
Document Type :
article
Full Text :
https://doi.org/10.2478/jdis-2023-0012