Vo, K.D., Ham, S.W., Roy, M. et al. Uncovering latent urban mobility patterns via smart-card and survey data fusion. Nat Commun
Objective:
- Recovery time-dependent OD flows by integrating household travel survey and transit smart-card data
Case:
- Seoul and Singapore
Methodology:
- Adaptive representation learning
- Supervised learning on aggregated representations
- IPF
Data Source
- Household travel survey
- OD
Findings:
- Transit is most competitive for intermediate distances (11-16 km)
