From Raw Data to Informed Decisions: The Development of an Online Data Repository and Visualization Dashboard for Transportation Data
المؤلف | Ioannis, Tsouros |
المؤلف | Polydoropoulou, Amalia |
المؤلف | Tsirimpa, Athena |
المؤلف | Karakikes, Ioannis |
المؤلف | Tahmasseby, Shahram |
المؤلف | Mohammad, Anas Ahmad Nemer |
المؤلف | Alhajyaseen, Wael K.M. |
تاريخ الإتاحة | 2024-09-01T05:58:02Z |
تاريخ النشر | 2024-12-31 |
اسم المنشور | Procedia Computer Science |
المعرّف | http://dx.doi.org/10.1016/j.procs.2023.12.188 |
الاقتباس | Tsouros, I., Polydoropoulou, A., Tsirimpa, A., Karakikes, I., Tahmasseby, S., Mohammad, A. A. N., & Alhajyaseen, W. K. (2024). From Raw Data to Informed Decisions: The Development of an Online Data Repository and Visualization Dashboard for Transportation Data. Procedia Computer Science, 231, 161-167. |
الرقم المعياري الدولي للكتاب | 18770509 |
الملخص | 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. |
راعي المشروع | This report was made possible by an NPRP award [NPRP 13S-0130-200211] from the Qatar National Research Fund (a member of the Qatar Foundation). The statements made herein are solely the responsibility of the authors. |
اللغة | en |
الناشر | Elsevier b.v |
الموضوع | Transportation Data Repository Urban Mobility Visualization Dashboard Big-data Transport policy-making |
النوع | Conference Paper |
الصفحات | 161-167 |
رقم المجلد | 231 |
Open Access user License | http://creativecommons.org/licenses/by-nc-nd/4.0/ |
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