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Data processing methods, devices, systems and media based on the full life cycle

A technology of full life cycle and data processing, applied in the field of data processing, it can solve the problems of indeterminate data processing, unfavorable classification model, lack of data and sample management, etc.

Active Publication Date: 2021-01-05
BEIJING QIANXIN TECH
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  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

[0003] The existing technology lacks the management of data and samples, which makes it impossible to determine whether and when to re-process data when adding, modifying, and deleting data or samples, which is not conducive to building an effective classification model

Method used

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  • Data processing methods, devices, systems and media based on the full life cycle
  • Data processing methods, devices, systems and media based on the full life cycle
  • Data processing methods, devices, systems and media based on the full life cycle

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Embodiment Construction

[0020] Other aspects, advantages and salient features of the present disclosure will become apparent to those skilled in the art from the following detailed description of exemplary embodiments of the present disclosure in conjunction with the accompanying drawings.

[0021] In this disclosure, the terms "include" and "comprising" and their derivatives mean to include but not to limit; the term "or" is inclusive, meaning and / or.

[0022] In this specification, the various embodiments described below to describe the principles of the present disclosure are illustrative only and should not be construed in any way to limit the scope of the disclosure. The following description with reference to the accompanying drawings is provided to assist in a comprehensive understanding of exemplary embodiments of the present disclosure as defined by the claims and their equivalents. The following description includes numerous specific details to aid in understanding, but these should be cons...

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Abstract

The present disclosure provides a data processing method based on a full life cycle, including: S1, acquiring data, and clustering the data to obtain N data categories; S2, extracting M specific data categories from the N data categories; S3, obtain samples from the data that meet a specific data category; S4, count the operations on the data or samples, and re-execute the above S1-S3 when the number of operations is not less than the first preset threshold; S5, generate a classification model based on the samples , calculate the matching degree of the classification model, if the matching degree is less than the second preset threshold, repeat the above operations until the matching degree of the established classification model is not less than the second preset threshold. The present disclosure also provides a data processing device, system and medium based on a full life cycle. Realize the full lifecycle management of data and samples to be processed by real-time monitoring or regular scanning of data and samples to be processed.

Description

technical field [0001] The present disclosure relates to the field of data processing, and in particular to a data processing method, device, system and medium based on a full life cycle. Background technique [0002] The existing methods for automatic clustering and classification of data usually automatically cluster the data to be processed, determine some key business classes from the clustering results, and screen several samples from the clustering results, and build an effective classification model based on the samples . [0003] The existing technology lacks the management of data and samples, which makes it impossible to determine whether and when to re-process data when adding, modifying, and deleting data or samples, which is not conducive to building an effective classification model. Contents of the invention [0004] In view of the above problems, the present disclosure provides a data processing method, device, system and medium based on a full life cycle...

Claims

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Application Information

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Patent Type & Authority Patents(China)
IPC IPC(8): G06F16/35G06K9/62
CPCG06F18/22
Inventor 朱细智
Owner BEIJING QIANXIN TECH
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