Information classification method, device, computer equipment and storage medium

A two-class, multi-class technology, applied in the computer field, can solve problems such as difficult to determine categories and low accuracy, and achieve the effects of improving accuracy, improving scalability, and improving effective coverage.

Inactive Publication Date: 2021-09-24
深圳市阿西莫夫科技有限公司
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  • Abstract
  • Description
  • Claims
  • Application Information

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Problems solved by technology

[0003] However, the current information classification algorithm has the problem of low accuracy, and it is difficult to determine the category corresponding to the user's true intention

Method used

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  • Information classification method, device, computer equipment and storage medium
  • Information classification method, device, computer equipment and storage medium
  • Information classification method, device, computer equipment and storage medium

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Embodiment Construction

[0060] In order to make the purpose, technical solution and advantages of the present application clearer, the present application will be further described in detail below in conjunction with the accompanying drawings and embodiments. It should be understood that the specific embodiments described here are only used to explain the present application, and are not intended to limit the present application.

[0061] The information classification method provided by this application can be applied to such as figure 1 shown in the application environment. Wherein, the terminal 102 communicates with the server 104 through the network. The terminal can obtain the information to be classified inputted by the user, and send the information to be classified to the server 104. The server 104 performs word segmentation on the information to be classified to obtain a corresponding set of original words, respectively obtains synonyms corresponding to each original word in the set of orig...

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Abstract

The present application relates to an information classification method, device, computer equipment and storage medium. The method includes: obtaining information to be classified, performing word segmentation on the information to be classified to obtain a corresponding set of original words; respectively obtaining synonyms corresponding to each original word in the set of original words, and forming extended words from the original words and corresponding synonyms Each original word has a corresponding set of extended words; according to the set of extended words corresponding to each original word, the set of extended classification information corresponding to the information to be classified is formed; the set of extended classification information is input into the trained multi-classification model The target category corresponding to the information to be classified is obtained, and the method can improve the classification accuracy of the information.

Description

technical field [0001] The present application relates to the field of computer technology, in particular to an information classification method, device, computer equipment and storage medium. Background technique [0002] With the development of computer technology and the rapid increase of information content, more and more information is obtained, which greatly facilitates the exchange and communication between users. However, due to the huge scale, variety, and disorganization of information, it is difficult for users to retrieve information and find content of personal interest. As a key technology to organize and process a large amount of information, information classification can solve the problem of information clutter to a certain extent, and help users choose information selectively according to their needs. [0003] However, the current information classification algorithm has the problem of low accuracy, and it is difficult to determine the category correspond...

Claims

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Application Information

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Patent Type & Authority Patents(China)
IPC IPC(8): G06F16/35
Inventor 康平陆杨新宇陈钦明
Owner 深圳市阿西莫夫科技有限公司
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