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Data quality treatment method, device, and equipment and storage medium

A data quality and data processing module technology, applied in the computer field, can solve the problems of high bit error rate, slow integration response speed, low integration efficiency of new data and original data, etc., and achieve the effect of high efficiency and fast response speed

Active Publication Date: 2021-11-16
深圳市信润富联数字科技有限公司
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  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

In the process of adding master data to the database, it is necessary to carry out data similarity measurement and repeat master data matching work, but the existing data quality management method has a high bit error rate and a slow integration response speed. less efficient

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  • Data quality treatment method, device, and equipment and storage medium
  • Data quality treatment method, device, and equipment and storage medium
  • Data quality treatment method, device, and equipment and storage medium

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Embodiment Construction

[0033] Example embodiments will now be described more fully with reference to the accompanying drawings. Example embodiments, however, can be embodied in various forms and should not be construed as limited to the examples set forth herein; rather, these embodiments are provided so that this disclosure will be thorough and complete, and will fully convey the concept of example embodiments to those skilled in the art. The described features, structures, or characteristics may be combined in any suitable manner in one or more embodiments. In the following description, numerous specific details are provided in order to give a thorough understanding of the embodiments of the present disclosure. However, those skilled in the art will appreciate that the technical solutions of the present disclosure may be practiced without one or more of the specific details, or other methods, components, devices, steps, etc. may be employed. In other instances, well-known solutions have not been...

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Abstract

The invention discloses a data quality treatment method, device and equipment and a storage medium. The method comprises the steps: extracting a new input data segment of a new input database, carrying out the disassembly of feature points of the new input data segment, performing similar feature matching on the feature points of the disassembled new input data segment and feature points of an original data segment of the database, obtaining similarity levels of the new input data segment according to a similar feature matching result, extracting the new input data segment of which the similarity level is higher than a first threshold value, calculating the new input data segment of which the similarity level is higher than the first threshold value through a data similarity algorithm to obtain a data similarity result, and integrating the new input data segment of which the similarity level is higher than a second threshold value into the database according to the data similarity result. According to the invention, the efficiency of data integration and quality treatment is high, the error rate is low, and the integration reaction speed is increased.

Description

technical field [0001] The present invention relates to the field of computer technology, and in particular, to a data quality management method, device, device and storage medium. Background technique [0002] Data quality governance refers to a series of management such as identification, measurement, monitoring, and early warning of various data quality problems that may arise in each stage of the data life cycle from planning, acquisition, storage, sharing, maintenance, application, and demise. activities, and further improve the data quality by improving and enhancing the management level of the organization. In the process of adding master data to the database, it is necessary to carry out data similarity measurement and repeat master data matching work. However, the existing data quality management method has a high error rate, and the integration response speed is slow. For the integration of new data and original data less efficient. SUMMARY OF THE INVENTION [...

Claims

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Application Information

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IPC IPC(8): G06F16/215G06F16/2455
CPCG06F16/215G06F16/2455
Inventor 周文明花霖冯建设陈军刘桂芬王春洲张挺军杨欢朱瑜鑫
Owner 深圳市信润富联数字科技有限公司