Performance evaluation method for taxi drivers based on order data

A technology for taxis and drivers, which is applied in the field of big data processing technology and intelligent transportation, and can solve the problem that the intelligent evaluation plan is not considered.

Inactive Publication Date: 2016-01-20
SOUTHEAST UNIV
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Problems solved by technology

[0004] The existing intelligent evaluation scheme does not...

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  • Performance evaluation method for taxi drivers based on order data
  • Performance evaluation method for taxi drivers based on order data
  • Performance evaluation method for taxi drivers based on order data

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Embodiment Construction

[0029] In order to solve the above problems, the applicant has conducted in-depth research, and the applicant believes that:

[0030] The performance evaluation of taxi drivers is divided into three aspects: the performance evaluation from the perspective of individual drivers, the performance evaluation of drivers from the perspective of enterprise management, and the performance evaluation from the perspective of industry management. In recent years, phenomena such as taxi driver strikes have frequently appeared. What is the position of the driver's income level in the industry, and what is the difference between it and other industries? Answers to such questions come from scientific data. Therefore, it is very necessary to use data mining and other technologies to evaluate driver performance from the perspective of industry management, and it is also an important guarantee for the healthy development of the taxi industry.

[0031] The data information recorded by the taxime...

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Abstract

The invention discloses a performance evaluation method for taxi drivers based on order data, which comprises the steps of acquiring taxi data, wherein the taxi data comprises order data on a taximeter, trajectory data in a GPS (global positioning system) and traffic accident and rule-violating and illegal behavior data recorded by related departments; pre-processing the data, and clearing wrong data; screening effective data attributes, and acquiring individual evaluation index values; carrying out normalization processing on each evaluation index value; and carrying out clustering processing on the normalized evaluation index values, and acquiring an evaluation result from the industry point of view. According to the invention, relevant information of taxies is processed through big data, scientific and reasonable evaluation indexes are established, and a scientific and intelligent solution is provided for industry management.

Description

technical field [0001] The invention relates to big data processing technology and intelligent transportation technology, in particular to a taxi driver performance evaluation method based on order data. Background technique [0002] The most important participants in the taxi industry include taxi companies, taxi drivers, industry management departments and passengers, among which the driver plays a key role, directly contacting passengers to provide services for them is also the main income of taxi companies The executor of the source is once the main management object of the enterprise. [0003] However, the current performance evaluation system for taxi drivers is not perfect, and the degree of intelligence is not high, so it is impossible to evaluate them comprehensively, scientifically and reasonably. It is necessary to seek a new, scientific and intelligent evaluation method. The performance evaluation of taxi drivers should not be viewed solely from the amount of in...

Claims

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Application Information

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IPC IPC(8): G06Q10/06
Inventor 张永华一峰冯冬焕季永强
Owner SOUTHEAST UNIV
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