Motivation
- In public transit route recommendation, it is important not only to suggest fast routes, but also to provide useful alternatives that users can realistically choose from.
- Users consider multiple factors, such as travel time, transfer burden, fare, and walking distance.
- Therefore, this project aims to evaluate whether recommended route lists are reasonable and practical from the user’s perspective.
Methodology
- Analyze the characteristics of recommended transit routes using mobility data.
- Consider multiple route-related factors, including time, cost, and travel burden.
- Evaluate whether the recommendation list provides practically meaningful choices for users.
- Design interpretable evaluation criteria with potential applicability to real-world services.
Contribution
- Organize user-centered criteria for evaluating public transit route recommendations.
- Design an evaluation framework for quantitatively analyzing recommendation quality.
- Provide foundational analysis that can support future discussions on improving real-world mobility services.
