From Raw Data to Informed Decisions: The Development of an Online Data Repository and Visualization Dashboard for Transportation Data
التاريخ
2024-12-31المؤلف
Ioannis, TsourosPolydoropoulou, Amalia
Tsirimpa, Athena
Karakikes, Ioannis
Tahmasseby, Shahram
Mohammad, Anas Ahmad Nemer
Alhajyaseen, Wael K.M.
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البيانات الوصفية
عرض كامل للتسجيلةالملخص
This paper presents the design, implementation, and practical use of a specialized online data repository and an interactive visualization of a transportation dashboard. Specifically tailored to handle and interpret large-scale transportation data within the Qatari context, the combined platform serves as a comprehensive solution for managing extensive datasets, including GPS traces from taxis and e-scooters, which are examined as primary use-cases in this paper. The online data repository provides a centralized hub for efficient data storage and management of public transport including Mobility-as-a-Service (MaaS) data. Concurrently, the visualization dashboard fosters an intuitive, user-friendly interface for data exploration and analysis. Through real-world applications within Qatar's transportation ecosystem, we elucidate how these innovative developments can inform data-driven policy decisions in crucial areas such as infrastructure development, resource allocation, and safety measures. Ultimately, this study underscores the pivotal role of effective data management and advanced visualization in maximizing the potential of big data, providing valuable insights for urban mobility planning and enhancing the landscape of policy-making in Qatar and worldwide.
معرّف المصادر الموحد
https://www.sciencedirect.com/science/article/pii/S1877050923022007المجموعات
- السلامة المرورية [163 items ]