Taxi operation condition assessment method based on big data analysis

Abstract

The present invention provides a taxi operation condition assessment method based on big data analysis. The method comprises taxi operation state index assessment and vehicle road network mobile service quality assessment, the taxi operation state index assessment includes vehicle operation condition assessment and taxi enterprise operation condition assessment, and the vehicle road network mobile service quality assessment includes taxi space-time availability assessment and taxi road network operation accessibility assessment. The method takes the GPS location operation data collected by a taxi vehicle device and the vehicle operation data included in the taxi passenger order as the basis and employs the big data processing means to perform assessment of the taxi operation condition and the mobile service level supplied to the passengers at the road network so as to perform evaluation of the taxi operation condition in the multi-dimensional assessment index and the visual display mode. The urban road network taxi accessibility map can provide reference for the taxi space distribution and provide data support for the taxi operation cost analysis.

Description

technical field [0001] The invention relates to a taxi operation situation evaluation method based on big data analysis. Background technique [0002] As an important travel tool for residents, taxi industry development directly affects urban economic development, road traffic order, and residents' quality of life. Therefore, it is of great significance to standardize the taxi market and adopt refined taxi management methods for the healthy development of the taxi market. At present, there are many means of intelligent taxi operation supervision. Taxi in many cities are equipped with on-board positioning equipment and intelligent pricing equipment. The on-board equipment can collect a large amount of taxi operation and operation data. However, these information resources are still lacking. Effective in-depth excavation and utilization; taxi operations are related to many parties, including taxi drivers, taxi transport companies, taxi passengers, and urban road traffic syste...

AI Technical Summary

Problems solved by technology

At present, there are many means of intelligent taxi operation supervision. Taxi in many cities are equipped with on-board positioning equipment and intelligent pricing equipment. The on-board equipment can collect a large amount of taxi operation and operation data. However, these information resources are still lacking. Effective in-depth excavation and utilization; taxi operations are related to many parties, including taxi drivers, taxi transport companies, taxi passengers, and urban road traffic systems that provide taxi operating environments. Analysis from the above angles can reflect However, there is currently a lack of comprehensive taxi operation evaluation methods; at present, the taxi market still mostly adopts relatively rough management methods, and there is a lack of taxi operation data on the investment of taxi capacity and the collection of management fees. support

Images