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A method, device and server for identifying spam text messages

A spam text message and identification method technology, which is applied in the field of information processing, can solve the problems of inability to identify spam text messages, low accuracy rate of spam text message interception, etc., and achieve the effect of improving the accuracy rate

Active Publication Date: 2021-09-07
BEIJING QIHOO TECH CO LTD
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  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

[0005] In view of this, the present invention provides a method, device and server for identifying spam text messages, the main purpose of which is to solve the problem that interception software cannot identify all spam text messages, resulting in low interception accuracy of spam text messages

Method used

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  • A method, device and server for identifying spam text messages
  • A method, device and server for identifying spam text messages
  • A method, device and server for identifying spam text messages

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Embodiment Construction

[0029] Exemplary embodiments of the present disclosure will be described in more detail below with reference to the accompanying drawings. Although exemplary embodiments of the present disclosure are shown in the drawings, it should be understood that the present disclosure may be embodied in various forms and should not be limited by the embodiments set forth herein. Rather, these embodiments are provided for more thorough understanding of the present disclosure and to fully convey the scope of the present disclosure to those skilled in the art.

[0030] The embodiment of the present invention provides a method for identifying spam text messages, which is preferably applied to the server side, and can also be applied to the client side. The neural network recognition model can be used to comprehensively identify the overall content of the received text messages, effectively improving the identification of spam text messages. the accuracy rate.

[0031] Such as figure 1 As s...

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PUM

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Abstract

The invention discloses a spam short message identification method, device and server. The method includes: when receiving an identification instruction of the short message to be detected, performing word segmentation processing on the short message to be detected; mapping the word segmentation obtained by the word segmentation process into a word vector; Carry out format conversion processing on the word vector to obtain input data conforming to the input format of the pre-configured neural network recognition model; by inputting the data to be input into the neural network recognition model for analysis, determine whether the text message to be detected is a spam message. Through the above technical solution, the use of the neural network recognition model can comprehensively identify all the vocabulary of the received text message and the semantic relationship between the words, and judge whether the text message is a spam text message according to the overall content of the text message, effectively improving the accuracy of spam text message identification, And then carry out comprehensive interception processing on spam messages.

Description

technical field [0001] The invention relates to the field of information processing, in particular to a method, device and server for identifying spam short messages. Background technique [0002] Now there are more and more spam text messages on mobile phones. Spam text messages include promotional content of various companies and websites. When people check text messages, they need to find the content of text messages they want to view from many spam text messages, and users want to delete spam text messages , but also to identify and then delete each short message content one by one, causing inconvenience to mobile phone users. [0003] At present, in order to solve this situation, various interception software for intercepting spam text messages have been developed. These interception software can judge whether a text message is a spam text message according to the sensitive words in the text message or the sender of the text message. will block it. [0004] However, t...

Claims

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Application Information

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Patent Type & Authority Patents(China)
IPC IPC(8): H04W4/14H04W12/128G06N3/02
CPCH04W4/14H04W12/12G06N3/02H04W12/128
Inventor 郭祥周楠李强
Owner BEIJING QIHOO TECH CO LTD
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