학술논문

Research on Public Opinion Sentiment Analysis Methods for Social Networks
Document Type
Conference
Source
2024 9th International Conference on Intelligent Informatics and Biomedical Sciences (ICIIBMS) Intelligent Informatics and Biomedical Sciences (ICIIBMS), 2024 9th International Conference on. 9:733-737 Nov, 2024
Subject
Aerospace
Bioengineering
Communication, Networking and Broadcast Technologies
Components, Circuits, Devices and Systems
Computing and Processing
Engineered Materials, Dielectrics and Plasmas
Engineering Profession
Fields, Waves and Electromagnetics
General Topics for Engineers
Robotics and Control Systems
Signal Processing and Analysis
Transportation
Sentiment analysis
Analytical models
Attention mechanisms
Social networking (online)
Neural networks
Feature extraction
Informatics
Faces
Context modeling
Network Public Opinion
Short-Text Sentiment Analysis
Sentiment Propagation
Language
ISSN
2189-8723
Abstract
In the task of public opinion sentiment analysis, short-text sentiment analysis and public opinion network sentiment evolution models play a crucial role. This paper provides an in-depth discussion of public opinion sentiment analysis, which is divided into two categories: short-text sentiment analysis and public opinion network sentiment propagation.Solutions based on sentiment analysis are further discussed from aspects such as public opinion texts and the impact of public opinion networks, followed by an introduction to datasets construction and model evaluation. Finally, an outlook on future research directions is provided.