Here is an overview of my ongoing and completed research projects.
🚀 Current Projects
1. Research on Regional Holistic Health Governance and Public Opinion Guidance Mechanisms in Public Emergencies Based on Large Models and Data Intelligence
- Role: Core Researcher
- Focus: Utilizing Large Language Models (LLMs) and Data Intelligence to analyze public opinion mechanisms during public health emergencies.
- Methods:
LLM Fine-tuning,RAG (Retrieval-Augmented Generation),Automated Content Analysis
2. Prediction of Rumor Spreading and Identification of Susceptible Internet Users
- Role: Core Researcher
- Focus: Investigating the diffusion patterns of misinformation and identifying user susceptibility profiles.
- Methods:
Network Analysis,Graph Neural Network (GNN),User Profiling
3. Mechanisms, Paths, and Methods of Public Opinion Guidance in Public Emergencies
- Role: Core Researcher
- Focus: Exploring effective strategies for guiding public sentiment during crises.
- Methods:
Causal Inference,Sentiment Analysis,Agent-based Modeling
4. Survey on Chinese Public Understanding of Food and Nutrition
- Role: Core Researcher
- Focus: Assessing public literacy regarding nutrition science.
- Methods:
Survey,Experiment,Statistical Analysis