Personalized multimodal sentiment analysis under uncertain modalities missing via pretraining and online learning

Hongxiang Sun; Zhizhong Liu; Dianhui Chu; Quan Z. Sheng; Zhaowei Liu; Jian Yu

doi:10.1016/j.knosys.2025.114287

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JOURNAL ARTICLE

Personalized multimodal sentiment analysis under uncertain modalities missing via pretraining and online learning

Hongxiang Sun Zhizhong Liu Dianhui Chu Quan Z. Sheng Zhaowei Liu Jian Yu

Year: 2025 Journal: Knowledge-Based Systems Vol: 329 Pages: 114287-114287 Publisher: Elsevier BV

DOI: 10.1016/j.knosys.2025.114287

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Keywords:

Modalities Sentiment analysis Computer science Artificial intelligence Missing data Online learning Natural language processing Machine learning Multimedia

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0.38

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Topics

Music and Audio Processing

Physical Sciences → Computer Science → Signal Processing

Advanced Text Analysis Techniques

Physical Sciences → Computer Science → Artificial Intelligence

Sentiment Analysis and Opinion Mining

Physical Sciences → Computer Science → Artificial Intelligence

Personalized multimodal sentiment analysis under uncertain modalities missing via pretraining and online learning

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