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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…
cs.AI2024
Multiple Areal Feature Aware Transportation Demand Prediction
Sumin Han, Jisun An, Youngjun Park +3
A reliable short-term transportation demand prediction supports the authorities in improving the capability of systems by optimizing schedules, adjusting fleet sizes, and generatin…
cs.AI2024
Spatio-Temporal Road Traffic Prediction using Real-time Regional Knowledge
Sumin Han, Jisun An, Dongman Lee
For traffic prediction in transportation services such as car-sharing and ride-hailing, mid-term road traffic prediction (within a few hours) is considered essential. However, the…