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A text classification method and device

A text classification and text information technology, applied in the field of computer processing, can solve problems such as inaccurate classification of text information, and achieve the effect of improving efficiency and accuracy

Active Publication Date: 2019-01-25
北京九狐时代智能科技有限公司
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  • Summary
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  • Claims
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Problems solved by technology

[0004] In view of this, the purpose of the embodiments of the present application is to provide a text classification method and device, which can solve the problem of inaccurate classification of text information in the prior art by inputting the user's text information into the classification model

Method used

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  • A text classification method and device
  • A text classification method and device
  • A text classification method and device

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Embodiment Construction

[0041] In order to make the purpose, technical solutions and advantages of the embodiments of the present application clearer, the technical solutions in the embodiments of the present application will be clearly and completely described below in conjunction with the drawings in the embodiments of the present application. Obviously, the described embodiments are only It is a part of the embodiments of this application, not all of them. The components of the embodiments of the application generally described and illustrated in the figures herein may be arranged and designed in a variety of different configurations. Accordingly, the following detailed description of the embodiments of the application provided in the accompanying drawings is not intended to limit the scope of the claimed application, but merely represents selected embodiments of the application. Based on the embodiments of the present application, all other embodiments obtained by those skilled in the art without...

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Abstract

The present application provides a text classification method and device, wherein, the method comprises the following steps: acquiring text information of a user; inputting the text information into apre-trained local information classification model to generate a first probability value of each of the tags corresponding to the text information; inputting the text information into a pre-trained global information classification model to generate a second probability value of each of the tags corresponding to the text information; and determining at least one tag corresponding to the text information based on the first probability value and the second probability value. Embodiments of the present application determine the at least one tag corresponding to the text information by inputtingthe obtained text information of the user into different classification models, so as to realize classification of the text information.

Description

technical field [0001] The present application relates to the technical field of computer processing, in particular, to a text classification method and device. Background technique [0002] The rise of the Internet and mobile Internet has resulted in explosive growth of information resources, and massive data resources contain data information that is crucial to enterprises. Among them, data information includes structured data information and unstructured data information, and text information is one of the most common data forms in unstructured data information. [0003] Classifying text information can quickly obtain users' behavioral intentions, but the existing text classification methods are mainly carried out by manual classification, which is inefficient and may cause inaccurate classification. Contents of the invention [0004] In view of this, the purpose of the embodiments of the present application is to provide a text classification method and device, which ...

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Application Information

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Patent Type & Authority Applications(China)
IPC IPC(8): G06F16/35G06N3/04
CPCG06N3/045
Inventor 韩亮韩青叶锦宇
Owner 北京九狐时代智能科技有限公司
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