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Business scene key table prediction method and device

A technology for business scenarios and forecasting methods, applied in the field of key table forecasting in business scenarios, and can solve problems such as risks

Pending Publication Date: 2021-09-14
INDUSTRIAL AND COMMERCIAL BANK OF CHINA
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  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

[0004] This application provides a business scenario key table prediction method and device to at least solve the risk problem caused by relying on empirical prediction in the current business scenario test

Method used

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  • Business scene key table prediction method and device
  • Business scene key table prediction method and device
  • Business scene key table prediction method and device

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Embodiment Construction

[0062]The following will clearly and completely describe the technical solutions in the embodiments of the present invention with reference to the accompanying drawings in the embodiments of the present invention. Obviously, the described embodiments are only some, not all, embodiments of the present invention. Based on the embodiments of the present invention, all other embodiments obtained by persons of ordinary skill in the art without making creative efforts belong to the protection scope of the present invention.

[0063] It should be noted that the key table prediction method and device for realizing business scenarios disclosed in this application can be used in the field of artificial intelligence technology, and can also be used in any field other than the field of artificial intelligence technology. The fields of application of the methods and devices are not limited.

[0064] In the acceptance test of the business system, testers need to conduct simulated business t...

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Abstract

The invention provides a business scene key table prediction method and device which can be applied to the field of artificial intelligence, and the method comprises the steps: obtaining application information of a to-be-predicted business in a current scene and execution related information in an execution process of the to-be-predicted business; selecting a corresponding service scene key table prediction model from a pre-established service scene key table prediction model set according to the application information and the execution related information; and performing feature engineering processing on the application information and the execution related information, and inputting the information into the business scene key table prediction model to obtain a business scene key table. Through the machine learning model, the function of predicting the key table in the database service scene is finally realized, the key table of the newly-added service can be accurately predicted by predicting the analysis of the key table in the historical service path, it is ensured that all the key tables are covered in the test stage, risk prompting is carried out, and normal operation of a service system is ensured.

Description

technical field [0001] The present application belongs to the technical field of artificial intelligence, and in particular, relates to a method and device for predicting a business scene key table. Background technique [0002] Under the new wave of financial technology reform, the banking industry is gradually going online, and new businesses are emerging one after another. How to meet the growing business needs and ensure the stable operation of the business system has become a current financial technology. big challenge. [0003] In the acceptance test of the business system, testers need to conduct simulated business tests in the test environment in advance. During the test process, database performance issues are a major pain point in performance testing. Performance tests for new services are mostly based on experience. Then carry out related tests. However, rapid iteration of business innovation R&D and performance scenario testing purely based on experience will h...

Claims

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Application Information

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IPC IPC(8): G06Q10/04G06Q10/06G06Q40/02G06Q40/04G06F16/22G06F16/28G06K9/62G06N20/00
CPCG06Q10/04G06Q10/067G06Q40/02G06Q40/04G06F16/2282G06F16/284G06N20/00G06F18/214
Inventor 马文莹肖茂川袁亚辉刘致远
Owner INDUSTRIAL AND COMMERCIAL BANK OF CHINA
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