近年來，隨著科技的快速發展，城市交通管理也逐漸朝向智能化方向發展。交通預測系統的應用不僅可以幫助市民預先了解路況，避開交通壅塞，也能協助交通管理單位調配資源以緩解交通壓力。車輛追蹤技術的普及更加強化了交通管理的效率，讓監控路況變得更加精確。
English translation:
Keywords: Traffic management, Traffic prediction, Vehicle tracking
Title: New Trends in Urban Transportation
Article: In recent years, with the rapid development of technology, urban traffic management has gradually moved towards intelligent direction. The application of traffic prediction system not only helps residents to understand road conditions in advance, avoid traffic congestion, but also assists traffic management units to allocate resources to alleviate traffic pressure. The popularization of vehicle tracking technology enhances the efficiency of traffic management, making monitoring road conditions more precise.
（本文章僅就題目要求進行撰寫，不代表任何觀點或意見）
