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A method and apparatus for data classification

A technology of data classification and classification algorithm, applied in the field of big data processing, to achieve the effect of improving accuracy and usability, avoiding errors, and real-time association

Inactive Publication Date: 2019-01-15
北京睦合达信息技术有限公司
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  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

[0005] In order to effectively overcome the defects of the big data management system in the prior art, the embodiment of the present invention creatively provides a data classification method and device

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  • A method and apparatus for data classification
  • A method and apparatus for data classification
  • A method and apparatus for data classification

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Embodiment Construction

[0024] The principle and spirit of the present invention will be described below with reference to several exemplary embodiments. It should be understood that these embodiments are given only to enable those skilled in the art to better understand and implement the present invention, rather than to limit the scope of the present invention in any way. Rather, these embodiments are provided so that this disclosure will be thorough and complete, and will fully convey the scope of the invention to those skilled in the art.

[0025] The technical solutions of the present invention will be further elaborated below in conjunction with the accompanying drawings and specific embodiments.

[0026] figure 1 It shows the structure diagram of the data management system of the present invention.

[0027] like figure 1 As shown, the data management system of the present invention includes a data management platform (DMP), a labeling system (LOS) and a model platform (MMP).

[0028] Where...

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Abstract

The embodiment of the invention discloses a data classification method and a device. The method comprises the following steps: after the randomly combined source data are obtained in real time, the randomly combined source data are firstly classified and processed to obtain a plurality of class data; wherein each of the plurality of class data corresponds to a class label; at the same time, the weight of each class data corresponding to the class label is determined; thereafter, the weight of each determined class data corresponding to the class tag and the class tag are stored in the tag library. Thus, the real-time association between data and class labels can be realized in the label system business block, which effectively avoids the error in data classification, and further improves the accuracy and usability of the entire data management system.

Description

technical field [0001] The invention relates to big data processing technology, in particular to a data classification method and device. Background technique [0002] At present, the big data management system mainly includes three business blocks: data management platform, labeling system and model platform (MMP). In the high concurrency state of big data, it is usually required that the data between business blocks in the data management system be kept updated in real time as much as possible. [0003] However, there are obvious defects in the big data management system in the related art: 1) the update part between data and tags does not realize the real-time update correlation degree; 2) the tag library does not follow up in real time; Big limitations. [0004] In actual data management, it is precisely because of the above defects of the big data management system that it will directly lead to errors in data classification, thereby affecting the accuracy and usabilit...

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Application Information

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Patent Type & Authority Applications(China)
IPC IPC(8): G06K9/62
CPCG06F18/2321G06F18/24155
Inventor 李明孙翯池天宇刘冬阳张启龙王玲玲黎佳林胡海波张仲朋薛旭锋
Owner 北京睦合达信息技术有限公司
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