Real-Time Traffic Analysis and Management
Research status: current , date: Started August 2007
Nguyen Xuan Khoa
This project looks at various aspects of improving a taxi network.
We will analyze real time traffic traces from a large taxi company. We plan to look at traffic modeling, anomaly detection, route optimization, inefficiency detection and optimization. Finally, we plan to build an end-to-end system that optimizes the operations of the taxi system.
Refereed Conference Publications
Challenges and Opportunities in Taxi Fleet Anomaly Detection ", Rijurekha Sen and Rajesh Krishna Balan, Proceedings of the 1st International Workshop on Sensing and Big Data Mining (SenseMine), Rome, Italy, November 2013
Providing Real-Time Feedback for a Large Taxi Fleet ", Rajesh Krishna Balan,
Nguyen Xuan Khoa, Lingxiao Jiang, Proceedings of the 9th International Conference on Mobile Systems, Applications, and Services (MobiSys), Washington D.C., USA, June 2011
Spatio-Temporal Efficiency in a Taxi Dispatch System ", Darshan Santani, Rajesh Krishna Balan, C. Jason Woodard, Techical Report, School of Information Systems, Singapore Management University, October 2007
Understanding and Improving a GPS-based Taxi System ", Darshan Santani, Rajesh Krishna Balan, and C. Jason Woodard, Presented at the 6th USENIX International Conference on Mobile Systems, Applications, and Services (MobiSys), Breckenridge, Colorado, June 2008
Presentation: Real-Time Trip Information Service for a Large Taxi Fleet ", Presented at MobiSys 2011, June 2011
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