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Text classification method and device, storage medium and electronic equipment

A text classification, text data technology, applied in the computer field, can solve the problem of poor classification result accuracy, achieve the effect of improving prediction performance, increasing versatility and application scope, and improving classification efficiency

Pending Publication Date: 2020-12-08
SHENZHEN HEYTAP TECHNOLOGY CO LTD +1
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  • Abstract
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  • Claims
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Problems solved by technology

[0004] The present disclosure provides a text classification method, a text classification device, a computer-readable storage medium, and an electronic device, thereby overcoming the problem of poor accuracy of classification results at least to a certain extent

Method used

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  • Text classification method and device, storage medium and electronic equipment
  • Text classification method and device, storage medium and electronic equipment
  • Text classification method and device, storage medium and electronic equipment

Examples

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Embodiment Construction

[0024] Example embodiments will now be described more fully with reference to the accompanying drawings. Example embodiments may, however, be embodied in many forms and should not be construed as limited to the examples set forth herein; rather, these embodiments are provided so that this disclosure will be thorough and complete and will fully convey the concept of example embodiments to those skilled in the art. The described features, structures, or characteristics may be combined in any suitable manner in one or more embodiments. In the following description, numerous specific details are provided in order to give a thorough understanding of embodiments of the present disclosure. However, those skilled in the art will appreciate that the technical solutions of the present disclosure may be practiced without one or more of the specific details being omitted, or other methods, components, devices, steps, etc. may be adopted. In other instances, well-known technical solution...

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Abstract

The invention provides a text classification method, a text classification device, a storage medium and electronic equipment, and relates to the technical field of computers. The text classification method comprises the steps: obtaining to-be-classified text data, and converting the to-be-classified text data into multiple types of coding features; carrying out the common coding on the multiple types of coding features to obtain a common classification vector of the to-be-classified text data; performing classification processing on the common classification vector to obtain a primary classification result corresponding to the common classification vector; and in combination with a keyword matching mode, classifying the primary classification result again to obtain a category label corresponding to the to-be-classified text data. According to the embodiment of the invention, the text classification accuracy can be improved.

Description

technical field [0001] The present disclosure relates to the field of computer technology, in particular, to a text classification method, a text classification device, a computer-readable storage medium and electronic equipment. Background technique [0002] For the process of understanding text data that can express user interests, it is particularly important to understand the user's intention based on the user's behavior and label the user with interest. [0003] In related technologies, a batch of keywords can be obtained according to different tags, and then the content searched and watched by the user can be tagged by a method of keyword matching. In this way, due to the ambiguity of the text data itself, when the text data is classified only by keyword matching, the classification accuracy is low. And it is only effective in a specific field or a specific scene, which has certain limitations and poor versatility. Contents of the invention [0004] The present dis...

Claims

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Application Information

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IPC IPC(8): G06F16/35
CPCG06F16/35
Inventor 刘曙铭
Owner SHENZHEN HEYTAP TECHNOLOGY CO LTD
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