Predicting the Upcoming Services of Vacant Taxis near Fixed Locations Using Taxi Trajectories
Emerging on-line reservation services and special car services have greatly affected the development of the taxi industry. Surprisingly, taking a taxi is still a significant problem in many large cities. In this paper, we present an effective solution based on the Hidden Markov Model to predict the...
Main Authors: | Chunchun Hu, Jean-Claude Thill |
---|---|
Format: | Article |
Language: | English |
Published: |
MDPI AG
2019-06-01
|
Series: | ISPRS International Journal of Geo-Information |
Subjects: | |
Online Access: | https://www.mdpi.com/2220-9964/8/7/295 |
Similar Items
-
Waiting or Moving? A Crossroad Network-Based Markov Decision Process Approach to Catch Vacant Taxis
by: Huigui Rong, et al.
Published: (2020-01-01) -
STRATEGIES IN DEALING WITH ONLINE TAXI INVASION TO THE LOCAL COMPANIES’ OFFLINE MINIBUS TAXI: A CASE STUDY OF LOCAL OFFLINE TAXI COMPANIES IN YOGYAKARTA, INDONESIA
by: Karyono, et al.
Published: (2020-02-01) -
Constructing Time-Dependent Origin-Destination Matrices With Adaptive Zoning Scheme and Measuring Their Similarities With Taxi Trajectory Data
by: Werabhat Mungthanya, et al.
Published: (2019-01-01) -
Integrating street view imagery and taxi trajectory for identifying urban function of street space
by: Mianxin Gao, et al.
Published: (2024-04-01) -
A taxi detour trajectory detection model based on iBAT and DTW algorithm
by: Jian Wan, et al.
Published: (2022-10-01)