Service data prediction method and device, electronic equipment and storage medium
A technology for serving data and forecasting methods, applied in the computer field, can solve the problem of less basis for forecasting and judgment, and achieve the effect of improving accuracy
Pending Publication Date: 2020-06-16
BEIJING DIDI INFINITY TECH & DEV
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[0005] In view of this, the purpose of the embodiments of the present application is to provide a service data prediction method, device, electronic equipment, and storage medium, which are used to solve the problem in the prior art that there are few prediction and evaluation bases, so as to improve the accuracy of service data prediction. sexual effect
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[0047] In order to make the purpose, technical solutions and advantages of the embodiments of the present application clearer, the technical solutions in the embodiments of the present application will be clearly and completely described below in conjunction with the drawings in the embodiments of the present application. It should be understood that the appended The figures are only for the purpose of illustration and description, and are not used to limit the protection scope of the present application. Additionally, it should be understood that the schematic drawings are not drawn to scale. The flowcharts used in this application illustrate operations implemented in accordance with some embodiments of the application. It should be understood that the operations of the flowcharts may be performed out of order, and steps that have no logical context may be performed in reverse order or concurrently. In addition, those skilled in the art may add one or more other operations t...
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The invention provides a service data prediction method and device, electronic equipment and a storage medium, and the method comprises the steps: obtaining feature information of a service provider;obtaining a prediction probability of the service provider according to the feature information of the service provider and the prediction model; and determining the predicted service times of the service provider in N days according to the prediction probability and the mapping relationship between the prediction probability and the predicted service times. The feature information of a service provider sample and the actual service times of N days are used. to train a prediction model. The prediction probability is calculated corresponding to the feature information of the service provider according to the feature information of the service provider and the trained prediction model. The prediction service times of the service provider are determined for N days according to the mapping relation between the prediction probability and the prediction service times. The service data prediction is carried out by integrating multiple pieces of feature information of the service provider sample and combining the actual service times of the service provider for N days, so that the accuracy of the service data prediction is effectively improved.
Description
technical field [0001] The present application relates to the field of computer technology, and in particular, to a service data prediction method, device, electronic equipment, and storage medium. Background technique [0002] With the rapid development of the Internet, various service applications are widely popular because they can better meet the needs of users, such as online car-hailing services, food delivery services, etc. For the service platform, being able to more accurately predict the service times of the service provider within a period of time after completing the first service will help the service platform to better classify and manage the service provider. [0003] In the prior art, the prediction of service times within a period of time after the service provider completes the first service is roughly judged by some obvious behavioral characteristics on the day the service provider completes the first service. [0004] However, due to the prediction metho...
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IPC IPC(8): G06Q30/02G06Q50/10
CPCG06Q30/0201G06Q30/0202G06Q50/10
Inventor路劲郄小虎李奘
OwnerBEIJING DIDI INFINITY TECH & DEV