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A data identification method, device and storage medium

A data identification and data technology, applied in the field of information processing, can solve the problem of large data volume, achieve the effect of reducing data volume, saving labor costs, and avoiding bottlenecks

Active Publication Date: 2021-08-03
BEIJING TRUSFORT TECH CO LTD
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  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

[0004] For some fields with huge amount of information and complex business, the amount of suspected target data that needs to be manually confirmed is still large
In this case, manual confirmation becomes the bottleneck of the entire data identification process

Method used

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  • A data identification method, device and storage medium
  • A data identification method, device and storage medium
  • A data identification method, device and storage medium

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Embodiment Construction

[0036] In order to make the purpose, features and advantages of the present application more obvious and understandable, the technical solutions in the embodiments of the present application will be clearly and completely described below in conjunction with the drawings in the embodiments of the present application. Obviously, the described The embodiments are only some of the embodiments of the present application, but not all of them. Based on the embodiments in this application, all other embodiments obtained by those skilled in the art without making creative efforts belong to the scope of protection of this application.

[0037] In the description of this specification, descriptions with reference to the terms "one embodiment", "some embodiments", "example", "specific examples", or "some examples" mean that specific features described in connection with this embodiment or example , structure, material or characteristic is included in at least one embodiment or example of th...

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Abstract

The application discloses a data identification method, device and storage medium. The method includes: first, obtain the data to be identified; then, classify the data to be identified according to the similarity; then, sample a small amount of data from each type of data for identification and labeling; The same type of data is labeled. In this way, it is not necessary to identify each piece of data to be identified, but only need to identify the sampled data in each type of data. Therefore, the amount of data required for data identification can be greatly reduced while ensuring a small impact on accuracy, thereby greatly saving computing resources and shortening the time of the entire data identification process. If the original data identification is done manually, it can also save a lot of labor costs and avoid manual labeling becoming the bottleneck of the entire data identification process.

Description

technical field [0001] The present application relates to the field of information processing, and in particular to a data identification method, device and computer-readable storage medium. Background technique [0002] With the increasing informatization of large enterprises, the data collected every day is also showing a growing trend, and even massive data will be formed. How to identify special data that meets certain conditions from these massive data becomes increasingly difficult as the amount of data grows. [0003] At present, the main ways that identification data can be used include supervised learning or unsupervised learning through expert rule engines and machine learning, and then analyze according to the relationship network between data to identify suspected target data, and these suspected target data Manual confirmation is often required one by one. [0004] For some fields with huge amount of information and complex business, the amount of suspected ta...

Claims

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Application Information

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Patent Type & Authority Patents(China)
IPC IPC(8): G06K9/62
CPCG06F18/24
Inventor 王文刚康晓中蔡准孙悦郭晓鹏
Owner BEIJING TRUSFORT TECH CO LTD