Seoul
Korea, Republic of (South Korea)
Hanyang University
Walkability Index, Perceived Walkability, Micro-scale Environmental Features, Google Street View, Deep Learning
Walkability Index, Perceived Walkability, Micro-level Environmental Features, Google street view, Deep Learning
crime, urban environment, Nonlinear Relationship, Interaction Effect, Interpretable Machine Learning (IML), SHapley Additive exPlanations (SHAP)
Single-Family Housing Price, Neighborhood Streetscapes, Semantic Segmentation, Interpretable Machine Learning (IML), SHapley Additive exPlanations (SHAP)
Travel distance, N-minute city, Pedestrian Daily Living Zone, Daily movement big data, travel behavior
Spatial Structure, Mega-regionalization, Peripheralization, Nighttime Light
Public transportation, User satisfaction, Latent class model, Taste heterogeneity, Sustainable mobility
Transportation and Land Use Interaction, built environment, urban vitality, Travel Behavior, GPS Mobility Data
First-/last-mile, Commute travel, Smart card data, Machine learning, XGBoost model
homelessness, 311 service requests, Street Segment, Zero-Inflated Negative Binomial Regression
