@inproceedings{zheng2010drive,
author = {Zheng, Yu and Yuan, Jing and Xie, Wenlei and Xie, Xing and Sun, Guangzhong},
title = {Drive smartly as a taxi driver},
booktitle = {UIC 2010},
year = {2010},
month = {October},
abstract = {GPS-equipped taxis are mobile sensors probing the traffic flow on road surfaces, and taxi drivers are experienced drivers who can usually find out the fastest path to a destination based on their knowledge. In this demo, we provide a user with the practically fastest path to a destination at a given departure time in terms of taxi drivers’ intelligence mined from historical GPS trajectories of taxis. We build our system, called T-Drive, by using a real trajectory dataset generated by over 33,000 taxis in a period of 3 months, and conduct both synthetic experiments and in-the-field evaluations. As a result, our method outperforms the real-time-traffic-based (RT) and the speed-constraint-based (SC) approaches in both efficiency and effectiveness.},
publisher = {IEEE},
url = {http://approjects.co.za/?big=en-us/research/publication/drive-smartly-as-a-taxi-driver/},
edition = {UIC 2010},
}