Taxi Demand Prediction Based on a Combination Forecasting Model in Hotspots

Accurate taxi demand prediction can solve the congestion problem caused by the supply-demand imbalance. However, most taxi demand studies are based on historical taxi trajectory data. In this study, we detected hotspots and proposed three methods to predict the taxi demand in hotspots. Next, we comp...

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Bibliographic Details
Main Authors: Zhizhen Liu, Hong Chen, Yan Li, Qi Zhang
Format: Article
Language:English
Published: Hindawi-Wiley 2020-01-01
Series:Journal of Advanced Transportation
Online Access:http://dx.doi.org/10.1155/2020/1302586