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Audit data processing method and device

A data processing and data technology, applied in the field of big data, can solve problems such as inability to efficiently process unstructured data, and achieve the effect of enhancing readability, speeding up processing, and improving the degree of automation

Pending Publication Date: 2021-09-24
BANK OF CHINA
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  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

However, current audit methods mainly deal with structured data and cannot deal with unstructured data efficiently

Method used

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  • Audit data processing method and device
  • Audit data processing method and device
  • Audit data processing method and device

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Embodiment Construction

[0032] In order to make the purpose, technical solutions and advantages of the embodiments of the present invention clearer, the technical solutions of the present invention will be clearly and completely described below in conjunction with the accompanying drawings. Obviously, the described embodiments are part of the embodiments of the present invention, not all of them. the embodiment. 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.

[0033] At present, compared with structured data, the current audit system faces the following problems when dealing with unstructured data:

[0034] 1. Traditional data processing tools are based on relational databases, which are good at solving structured data, but not suitable for processing massive unstructured data, and lack mature and simple unstructured data processing tools ...

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Abstract

The invention provides an audit data processing method and device, and relates to the technical field of big data, and the method comprises the steps: obtaining unstructured text data in audit data; generating a feature vector according to the unstructured text data; performing data analysis by using the feature vector to obtain first dimension data; determining second dimension data according to the unstructured text data; and storing the unstructured text data, the first dimension data and the second dimension data to an auditing platform so as to perform auditing data processing by using the auditing platform. According to the method, the data content can be better described, indexes in different dimensions can be dynamically increased, the readability of the unstructured data can be enhanced, the unstructured data can be analyzed, the automation degree of an auditing platform can be improved, and the processing speed of auditing personnel on the unstructured data can be increased.

Description

technical field [0001] The present invention relates to the technical field of big data, in particular to an audit data processing method and device. Background technique [0002] This section is intended to provide a background or context to embodiments of the invention that are recited in the claims. The descriptions herein are not admitted to be prior art by inclusion in this section. [0003] With the advent of the era of big data, the explosive growth of unstructured data, unstructured data has a lot of valuable information, which can be used to find audit trails, support audit findings, and so on. However, current audit methods mainly deal with structured data and cannot deal with unstructured data efficiently. Audit work urgently needs more intelligent and automated data analysis technology to improve audit efficiency, extract effective audit information, and strengthen the comprehensiveness and integrity of audit content. Contents of the invention [0004] The i...

Claims

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Application Information

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IPC IPC(8): G06F16/33G06F16/36G06N3/04G06N3/08
CPCG06F16/3331G06F16/374G06N3/084G06N3/045
Inventor 白盛楠闫宏宇陈文博刘朋强代琼琼姚元伟
Owner BANK OF CHINA