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Classification method, device and server

A classification method and scoring technology, applied in file management systems, other database retrieval, special data processing applications, etc., can solve the problem that classification machines cannot classify correctly

Active Publication Date: 2019-08-06
BEIJING KINGSOFT INTERNET SECURITY SOFTWARE CO LTD
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  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

[0003] The embodiment of the invention discloses a classification method, device and server, which can solve the problem that the classification machine cannot classify correctly when the number of articles is not large

Method used

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  • Classification method, device and server
  • Classification method, device and server
  • Classification method, device and server

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Embodiment Construction

[0057] The following will clearly and completely describe the technical solutions in the embodiments of the present invention with reference to the accompanying drawings in the embodiments of the present invention. Obviously, the described embodiments are some of the embodiments of the present invention, but not all of them. Based on the embodiments of the present invention, all other embodiments obtained by persons of ordinary skill in the art without making creative efforts belong to the protection scope of the present invention.

[0058] refer to figure 1 , figure 1 It is a flowchart of a classification method provided by an embodiment of the present invention. The classification methods of this embodiment include:

[0059] 110: Obtain k qualified keywords corresponding to category titles.

[0060] In the embodiment of the present invention, when an emergency occurs, a category title can be manually set according to the emergency, and k qualified keywords corresponding t...

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Abstract

The invention provides a classification method, a classification device and a server. The method comprises the following steps of: obtaining k qualified keywords corresponding to classified titles; according to the k qualified keywords, filtering articles in an information base, so that m articles corresponding to the classified titles are obtained, wherein the classified titles are pre-set; and the k qualified keywords corresponding to the classified titles are pre-set; judging whether the numerical value of m is greater than a first number threshold value or not; if the numerical value of m is greater than the first number threshold value, training a classification machine by using the m articles corresponding to the classified titles; and continuously selecting articles classified to the classified titles from articles of the information base through the trained classification machine. By means of the method, the problem that the classification machine cannot perform correct classification when the number of articles is not many can be solved.

Description

technical field [0001] The present invention relates to terminal technology, in particular to a classification method, device and server. Background technique [0002] In the field of classification, it is a common practice to classify articles by classification machines. There is a defect in the classification machine itself, that is, there must be enough sample articles to train the classification machine to ensure the accuracy of the classification machine. If the number of sample articles is insufficient, the accuracy of the classification machine is not high, or even unable to classify. When there is breaking news, there are often not many articles about breaking news, but they are indeed hot articles, which should be pushed to users in time to obtain a large amount of reading. However, when the classification machine is used to classify, because the number of articles about breaking news is not large, the classification machine does not classify them correctly, and th...

Claims

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Application Information

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Patent Type & Authority Patents(China)
IPC IPC(8): G06F16/93
CPCG06F16/93
Inventor 崔鹿
Owner BEIJING KINGSOFT INTERNET SECURITY SOFTWARE CO LTD
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