Big data analytics for smart transportation

• Main Author: Kok, Wai Gie
• Other Authors: Mo Li
• Format: Final Year Project
• Language: English
• Published: Nanyang Technological University 2021
• Subjects: Engineering::Computer science and engineering::Information systems::Information systems applications
• Online Access: https://hdl.handle.net/10356/147991
• Institution: Nanyang Technological University

Senior students who took on this final year project for research into smart transportation mostly extend on the existing visualization project which is built on an obsolete version of AngularJS to visualize their findings. As various students try to rush the visualization portion of their project, especially during the final period of final year project, best practices for extensibility are mostly disregarded in favor of delivering a presentable project for their reports and presentation. This is a problem for future students taking up this project for further research as it will be very difficult to extend on the existing visualization project to present their research due to bad code structure and implementation. Therefore, the objective of my project is to reconstruct portions of the existing project to make the visualization project for optimization and better extensibility for future students. This document reports on my implementation including various considerations for the use of certain frameworks for font-end and back-end as well as the performance improvements compared to an existing version.