학술논문

A Survey of Sentiment Analysis Based on Multi-Modal Information
Document Type
Conference
Source
2022 IEEE Asia-Pacific Conference on Image Processing, Electronics and Computers (IPEC) Image Processing, Electronics and Computers (IPEC), 2022 IEEE Asia-Pacific Conference on. :712-715 Apr, 2022
Subject
Communication, Networking and Broadcast Technologies
Computing and Processing
Power, Energy and Industry Applications
Signal Processing and Analysis
Computers
Sentiment analysis
Conferences
Data integration
Image fusion
multi-modal
sentiment analysis
multimodal data fusion
Language
Abstract
Multimodal sentiment analysis is a new direction in the field of emotion analysis and has become a research hotspot in recent years. This paper first briefly outlines the concept of multimodal sentiment analysis and its research background. Secondly, it sorts out the development context of existing text and image fusion, text and audio and video fusion sentiment analysis, then describes the multimodal data fusion method, and finally discusses the future development direction of multi-modal sentiment analysis. It is the intention of this study to provide corresponding reference value for workers in related fields.