Beijing Jiaotong University | Advisor: Prof. Zhiyong Liu

January 2023 – May 2023 | Beijing, CN

• Employed machine learning models (SVM, XGBoost, Random Forest) to analyze factors influencing route choices, with emphasis on congestion impacts, enabling accurate monitoring of congestion states and preference features from mobile signaling data.
• Conducted independently as undergraduate thesis.