Analyzing and solving social changes, trends, and issues through data.
🌍 Computational Social Science & NLP
- Socio-Semantic Analysis: Modeling diachronic semantic change (의미 변화 분석)
- Social Trend Tracking: Analyzing evolution of social conflicts and keywords
- Text Analysis: Natural Language Processing for social data
🕸️ Graph Learning (GNN)
- Relation Analysis (Social Network Analysis)
- graph representation learning
- Knowledge Graphs
🤖 AI Agents for Research (AI4R)
- Automated Knowledge Discovery: Paper Review Agent & Research Assistant (Project Jiphyeonjeon)
- LLM Application: Retrieval-Augmented Generation (RAG) & Agentic Workflows
🏙️ Geo-AI & Spatial Intelligence
- Urban Analytics: Graph base Commercial Area Generation & Sales Prediction
