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A method and device for real-time data analysis

A real-time analysis and data technology, applied in the field of data analysis, can solve the problems of weak online analysis ability of real-time data, and achieve the effects of speeding up the call of rules, shortening the process, and improving capabilities

Active Publication Date: 2018-07-06
AGRICULTURAL BANK OF CHINA
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  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

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Problems solved by technology

[0004] The purpose of the present invention is to provide a data real-time analysis method and device, the purpose is to solve the problem that the online analysis ability of real-time data is not strong

Method used

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  • A method and device for real-time data analysis
  • A method and device for real-time data analysis
  • A method and device for real-time data analysis

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Embodiment Construction

[0041] The method described in the embodiment of this application can be applied to the process of the user handling business through the financial system. Usually, when the financial system accepts business, data will be generated. In order to avoid risks, the financial system needs to carry out risk warning analysis on the data, and give Results of early warning analysis.

[0042] In order to enable those skilled in the art to better understand the solution of the present invention, the present invention will be further described in detail below in conjunction with the accompanying drawings and specific embodiments. Apparently, the described embodiments are only some of the embodiments of the present invention, but not all of them. 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.

[0043] A specific implementation ...

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Abstract

The invention discloses a data real-time analysis method and device. The method includes: converting the generated data into a preset format to obtain standardized data, the data is generated during the execution of the first business; calling the pre-generated model , the model includes rules for classification using a class decision tree; through the known attribute values ​​of the standardized data, a rule path whose attribute value is the same as the known attribute value is selected from the model as the first path; Acquiring a first case model located at the end of the first path; comparing elements in the standardized data with elements in the first case model to generate an early warning analysis result. The analysis method provided by the present invention does not need to compare the data with multiple case models one by one, can speed up the call of the rules, shorten the process of system analysis, ensure the efficiency of the internal logic judgment of the analysis rules, and improve the online analysis of the system. ability.

Description

technical field [0001] The invention relates to the field of data analysis, in particular to a method and device for real-time data analysis. Background technique [0002] In order to improve the refinement level of early warning management, comprehensively monitor the bank's core transaction system, highlight the operation risk of counter business, improve the monitoring of capital risk in the customer dimension, and match the functional positioning of "big operation, big backstage" with "online reflection, real-time It is very necessary to establish a real-time risk early warning platform based on the analysis and judgment of teller transaction data, with the goal of monitoring, assisting management, and ensuring safety", focusing on the monitoring of transaction information and operating procedures. [0003] In the field of massive data analysis, most industries currently conduct data mining analysis based on static data in the database, and their online analysis capabili...

Claims

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Application Information

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Patent Type & Authority Patents(China)
IPC IPC(8): G06Q10/06
CPCG06F18/24323
Inventor 郭清琦张楠吴元勋邵亚雷
Owner AGRICULTURAL BANK OF CHINA