no code implementations • ICLR 2019 • Abhinav Jauhri, Brad Stocks, Jian Hui Li, Koichi Yamada, John Paul Shen
This paper focuses on the synthetic generation of human mobility data in urban areas.
1 code implementation • 4 Dec 2017 • Abhinav Jauhri, Carlee Joe-Wong, John Paul Shen
Motivated by ride-sharing platforms' efforts to reduce their riders' wait times for a vehicle, this paper introduces a novel problem of placing vehicles to fulfill real-time pickup requests in a spatially and temporally changing environment.
1 code implementation • 23 Jan 2017 • Abhinav Jauhri, Brian Foo, Jerome Berclaz, Chih Chi Hu, Radek Grzeszczuk, Vasu Parameswaran, John Paul Shen
We show the pattern of ride requests and the potential of ride pooling for a city can be characterized by the densification factor of the ride request graphs.