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Undergraduate Course

Big Data Application in Transportation Modeling

大数据在交通建模中的应用

Learn to analyze, model, and visualize transportation systems using mobility data and practical cases.

UndergraduateCourse level
07330030Course code
NUAA teachingDr. Asif Raza
Slides + resourcesCourse learning materials

Transportation Data Sources

Work with mobility evidence from multiple sources.

  • Traffic sensors
  • GPS trajectories
  • Smart cards

Data Analysis and Modeling

Connect data processing to transportation questions.

  • Data processing
  • Analysis
  • Model evaluation

Transport Network Analytics

Explore transportation networks and system performance.

  • Network modeling
  • Traffic flows
  • Route choice

Real-World Applications

Apply data to practical mobility decisions.

  • Travel behavior
  • Transit planning
  • Urban mobility
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Big Data Application in Transportation Modeling