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Service information generation method and device, computer equipment and storage medium

A technology of service information and travel information, applied in the computer field, can solve problems such as scheduling, resource scheduling timeliness, low resource utilization, and inability to obtain user order results.

Pending Publication Date: 2020-10-27
BEIJING DIDI INFINITY TECH & DEV
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  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

Since the result of the user's order cannot be obtained before the user initiates the service request, it is impossible to provide the user with further service content at this time, and then it is impossible to schedule related resources in a targeted manner, resulting in low resource scheduling timeliness and resource utilization.

Method used

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  • Service information generation method and device, computer equipment and storage medium
  • Service information generation method and device, computer equipment and storage medium
  • Service information generation method and device, computer equipment and storage medium

Examples

Experimental program
Comparison scheme
Effect test

Embodiment 1

[0106] like figure 1As shown, it is a flow chart of a method for generating service information provided in Embodiment 1 of the present application. The execution subject of the method may be a computer device. When applied to the application scenario of online car-hailing service, the computer device may be The background server of the online car-hailing platform. The above method for generating service information includes the following steps:

[0107] S101. Obtain current bubbling record information of the client before sending a service request, and historical travel information of the client.

[0108] Here, in order to facilitate the understanding of the above-mentioned service information generation method provided by the embodiment of the present application, firstly, a brief description will be given of the application scenario of using the online car-hailing platform to realize the online car-hailing service. When the user needs to use the online car-hailing platfor...

Embodiment 2

[0125] For using the historical order information of the client itself to determine its historical travel information, such as figure 2 As shown, a method for determining historical travel information provided in the embodiment of the present application specifically includes the following steps:

[0126] S201. Acquiring the historical order information of the client;

[0127] S202. Based on the historical order information of the user terminal, determine the historical travel information of the user terminal.

[0128] Here, for a user terminal, there may be multiple historical order information of the user terminal, and the embodiment of the present application may determine the historical travel information of the user terminal based on each historical order information of the user terminal. Among them, each historical order information can not only include historical taxi information, such as starting travel location, ending travel location, but also include user travel b...

Embodiment 3

[0137] In the embodiment of this application, for the user terminal, the input information including the above-mentioned historical travel information and the current bubbling record information is obtained. The input information contains more dimensional information. Therefore, when using the billing prediction model When predicting the billing probability at the user end, the above-mentioned input information can be processed into eigenvalues ​​first to obtain the processed first user feature vector. In this way, the first user feature vector can be input into the pre-trained billing prediction model , you can predict the billing probability of the client.

[0138] Wherein, the above-mentioned process of eigenvalue processing of the input information is mainly a process of numericalizing and standardizing the current bubbling record information and historical travel information included in the input information. Here, mainly in consideration of the information used in the em...

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PUM

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Abstract

The invention provides a service information generation method and device, computer equipment and a storage medium, and the method comprises the steps of obtaining the current bubbling record information of a user side before a service request is transmitted, and the historical travel information of the user side; inputting the current bubbling record information and the historical travel information of the user side into a pre-trained order sending prediction model to obtain an order sending probability of the user side in a future preset duration; and generating service information corresponding to the service request based on the order sending probability of the user side in the future preset duration. And the generated service information can be used for providing further service content for the user, so that related resources can be scheduled in a targeted manner, and the resource scheduling timeliness rate and the resource utilization rate are improved.

Description

technical field [0001] The present application relates to the field of computer technology, in particular, to a method, device, computer equipment and storage medium for generating service information. Background technique [0002] With the rapid development of urban transportation, taking a taxi has become the preferred mode of transportation for many people. Among them, the online car-hailing platform provides many conveniences for users to travel. [0003] When using the online car-hailing platform to hail a taxi, the user needs to first input the starting point and destination, and then decide whether to send a service request based on the relevant service information provided by the platform based on the starting point and destination. Since the result of the user's order cannot be obtained before the user initiates a service request, the user cannot be provided with further service content at this time, and thus related resources cannot be scheduled in a targeted mann...

Claims

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Application Information

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IPC IPC(8): G06Q10/04G06Q30/06G06Q50/30
CPCG06Q10/04G06Q30/0635G06Q50/40
Inventor 刘翥
Owner BEIJING DIDI INFINITY TECH & DEV
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