Driving with knowledge from the physical world

J Yuan, Y Zheng, X Xie, G Sun - Proceedings of the 17th ACM SIGKDD …, 2011 - dl.acm.org
This paper presents a Cloud-based system computing customized and practically fast
driving routes for an end user using (historical and real-time) traffic conditions and driver …

T-drive: Enhancing driving directions with taxi drivers' intelligence

J Yuan, Y Zheng, X Xie, G Sun - IEEE Transactions on …, 2011 - ieeexplore.ieee.org
This paper presents a smart driving direction system leveraging the intelligence of
experienced drivers. In this system, GPS-equipped taxis are employed as mobile sensors …

Where to find my next passenger

J Yuan, Y Zheng, L Zhang, XI Xie, G Sun - Proceedings of the 13th …, 2011 - dl.acm.org
We present a recommender for taxi drivers and people expecting to take a taxi, using the
knowledge of 1) passengers' mobility patterns and 2) taxi drivers' pick-up behaviors learned …

Understanding transportation modes based on GPS data for web applications

Y Zheng, Y Chen, Q Li, X Xie, WY Ma - ACM Transactions on the Web …, 2010 - dl.acm.org
User mobility has given rise to a variety of Web applications, in which the global positioning
system (GPS) plays many important roles in bridging between these applications and end …

Understanding mobility based on GPS data

Y Zheng, Q Li, Y Chen, X Xie, WY Ma - Proceedings of the 10th …, 2008 - dl.acm.org
Both recognizing human behavior and understanding a user's mobility from sensor data are
critical issues in ubiquitous computing systems. As a kind of user behavior, the …

A taxi business intelligence system

Y Ge, C Liu, H Xiong, J Chen - Proceedings of the 17th ACM SIGKDD …, 2011 - dl.acm.org
The increasing availability of large-scale location traces creates unprecedent opportunities
to change the paradigm for knowledge discovery in transportation systems. A particularly …

Mining mobility data to minimise travellers' spending on public transport

N Lathia, L Capra - Proceedings of the 17th ACM SIGKDD international …, 2011 - dl.acm.org
As the public transport infrastructure of large cities expands, transport operators are
diversifying the range and prices of tickets that can be purchased for travel. However …

Inferring gas consumption and pollution emission of vehicles throughout a city

J Shang, Y Zheng, W Tong, E Chang, Y Yu - Proceedings of the 20th …, 2014 - dl.acm.org
This paper instantly infers the gas consumption and pollution emission of vehicles traveling
on a city's road network in a current time slot, using GPS trajectories from a sample of …

An intelligent driver location system for smart parking

KC Lan, WY Shih - Expert Systems with Applications, 2014 - Elsevier
It is often frustrating for drivers to find parking spaces, and parking itself is costly in almost
every major city in the world. Here we propose a crowdsourcing solution by exploiting …

Real-time charging station recommendation system for electric-vehicle taxis

Z Tian, T Jung, Y Wang, F Zhang, L Tu… - IEEE Transactions …, 2016 - ieeexplore.ieee.org
Electric vehicle (EV) taxis have been introduced into the public transportation systems to
increase EV market penetration. Different from regular taxis that can refuel in minutes, EV …