Evaluation method of taxi operation based on big data analysis

Abstract

The present invention provides a taxi operation status evaluation method based on big data analysis, which includes taxi operation status indicator evaluation and vehicle road network flow service quality evaluation. Taxi operation status indicator evaluation includes single vehicle operation status evaluation and taxi enterprise operation status evaluation. Assessment, vehicle road network mobility service quality assessment includes taxi spatio-temporal availability assessment and taxi network operation accessibility assessment; this method uses GPS positioning operation data collected by taxi on-board equipment and vehicle operations including taxi passenger orders Based on the data, big data processing methods are used to evaluate the operation status of taxis and the level of mobility services provided to passengers on the road network, and the operation status of taxis is evaluated using multi-dimensional evaluation indicators and intuitive display methods. The urban road network taxi accessibility map also provides a reference for the spatial allocation of taxis and provides data support for taxi operating 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

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