Data quality inspection method and device, storage medium and terminal

A data quality inspection and data technology, applied in the field of data processing, can solve problems such as high cost and affecting data quality

Pending Publication Date: 2020-07-21
ALIBABA GRP HLDG LTD
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  • Abstract
  • Description
  • Claims
  • Application Information

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Problems solved by technology

[0004] However, in the prior art, when the sampling inspection is carried out according to a fixed sampling inspection ratio,

Method used

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  • Data quality inspection method and device, storage medium and terminal
  • Data quality inspection method and device, storage medium and terminal
  • Data quality inspection method and device, storage medium and terminal

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Embodiment Construction

[0027] As mentioned in the background art, however, in the prior art, when the sampling inspection is performed according to a fixed sampling inspection ratio, if the quality inspection ratio is too high, the cost will be high, and if it is too low, the data quality will be affected.

[0028] The technical solution of the present invention can dynamically adjust the quality inspection ratio for the data to be inspected modified by different operators and / or the data to be inspected of different data types by combining the difference of the data type and the attribute information of the operator, so that it can be determined more Appropriate quality inspection ratio to reduce costs and improve data review quality.

[0029] In order to make the above objects, features and advantages of the present invention more comprehensible, specific embodiments of the present invention will be described in detail below in conjunction with the accompanying drawings.

[0030] figure 1 It is a...

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Abstract

The invention discloses a data quality inspection method and device, a storage medium and a terminal, and the method comprises the steps: obtaining to-be-quality-inspected data, determining the data type of the to-be-quality-inspected data, and modifying an operator of the to-be-quality-inspected data; dividing the data to be subjected to quality inspection into a plurality of data packets according to operators and/or data types of the data to be subjected to quality inspection, and dividing the data to be subjected to quality inspection of different operators or data types into different data packets; determining the quality inspection proportion of each data packet according to the data type of the data to be subjected to quality inspection in each data packet and/or the attribute information of the operator; and extracting data in each data packet according to the quality inspection proportion of the data packet for auditing. According to the technical scheme, the quality inspection proportion can be determined, and the data auditing quality can be improved while the cost is reduced.

Description

technical field [0001] The present invention relates to the technical field of data processing, in particular to a data quality inspection method and device, a storage medium, and a terminal. Background technique [0002] At present, many products on the market have quality inspection links for data modification. In order to save costs, sampling quality inspection methods are generally used. [0003] In the prior art, a fixed ratio is usually used for sampling quality inspection. A fixed sampling quality inspection ratio can be adopted according to different processing stages. [0004] However, in the prior art, when the sampling inspection is performed according to a fixed sampling inspection ratio, if the quality inspection ratio is too high, the cost will be high, and if it is too low, the data quality will be affected. Contents of the invention [0005] The technical problem solved by the invention is how to determine the quality inspection ratio, so as to improve th...

Claims

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Application Information

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IPC IPC(8): G06Q10/06
CPCG06Q10/06395G06Q10/06313G06Q10/06398
Inventor 张士恒张东黎
Owner ALIBABA GRP HLDG LTD
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