Analyzing and solving social changes, trends, and issues through data.
๐ Computational Social Science & NLP
- Socio-Semantic Analysis: Modeling diachronic semantic change (์๋ฏธ ๋ณํ ๋ถ์)
- Social Trend Tracking: Analyzing evolution of social conflicts and keywords
- Text Analysis: Natural Language Processing for social data
๐ธ๏ธ Graph Learning (GNN)
- Relation Analysis (Social Network Analysis)
- graph representation learning
- Knowledge Graphs
๐ค AI Agents for Research (AI4R)
- Automated Knowledge Discovery: Paper Review Agent & Research Assistant (Project Jiphyeonjeon)
- LLM Application: Retrieval-Augmented Generation (RAG) & Agentic Workflows
๐๏ธ Geo-AI & Spatial Intelligence
- Urban Analytics: Graph base Commercial Area Generation & Sales Prediction
