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A method and device for reviewing marked data

A technology of labeling data and identifying data, which is applied in the field of data processing, can solve the problems of low review efficiency and large review volume of marked data, and achieve the effect of improving review efficiency

Active Publication Date: 2021-08-24
THE FOURTH PARADIGM BEIJING TECH CO LTD
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  • Abstract
  • Description
  • Claims
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AI Technical Summary

Problems solved by technology

It can be seen that this manual review method completely relies on the auditor's active identification to complete the review, the review volume of marked data is huge, and the review efficiency is low

Method used

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  • A method and device for reviewing marked data
  • A method and device for reviewing marked data
  • A method and device for reviewing marked data

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Embodiment Construction

[0023] Exemplary embodiments of the present disclosure will be described in more detail below with reference to the accompanying drawings. Although exemplary embodiments of the present disclosure are shown in the drawings, it should be understood that the present disclosure may be embodied in various forms and should not be limited by the embodiments set forth herein. Rather, these embodiments are provided for more thorough understanding of the present disclosure and to fully convey the scope of the present disclosure to those skilled in the art.

[0024] Such as figure 1 As shown, the embodiment of the present invention provides a method for reviewing marked data, which mainly includes:

[0025] 101. Acquire a confidence value of each labeled data in an unreviewed labeled data set, where the confidence value is related to a correct probability of labeling of the corresponding labeled data.

[0026] In practical applications, there will be a large amount of labeled data in t...

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Abstract

The invention discloses a method and device for reviewing tagged data, which relate to the technical field of data processing, and the main purpose is to improve the review efficiency of tagged data; the main technical solution includes: obtaining the confidence value of each tagged data in an unchecked tagged data set , the confidence value is related to the correct probability of labeling the corresponding label data; the manual review process of the label data is assisted by the confidence value based on the label data.

Description

technical field [0001] The invention relates to the technical field of data processing, in particular to a method and device for reviewing marked data. Background technique [0002] With the advent of the big data era, the amount of data in many industries has grown exponentially. In order to make better use of massive data, the data is usually marked so that the data can better drive various activities such as production, operation, and life. When data is applied to scenarios such as machine learning and data mining, in order to make the labeled data better and more accurate, it is usually necessary to review the labeled data. [0003] At present, manual review is usually used to review the labeled data that has been marked. During manual review, the auditor needs to manually review the marked data one by one, and all the marked data must be reviewed one by one to complete the entire manual review process. It can be seen that this manual review method completely relies o...

Claims

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Application Information

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Patent Type & Authority Patents(China)
IPC IPC(8): G06F16/215G06F16/23G06Q10/10
CPCG06Q10/103G06F16/215G06F16/23
Inventor 陈天伦张孝磊
Owner THE FOURTH PARADIGM BEIJING TECH CO LTD
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