2 papers
cs.LG2026
Urban Vibrancy Embedding and Application on Traffic Prediction
Sumin Han, Jisun An, Dongman Lee
Urban vibrancy reflects the dynamic human activity within urban spaces and is often measured using mobile data that captures floating population trends. This study proposes a novel…
cs.AI2025
Enhancing Regional Airbnb Trend Forecasting Using LLM-Based Embeddings of Accessibility and Human Mobility
Hongju Lee, Youngjun Park, Jisun An +1
The expansion of short-term rental platforms, such as Airbnb, has significantly disrupted local housing markets, often leading to increased rental prices and housing affordability…