Identification method, device and server for spam short messages

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

Active Publication Date: 2018-03-23
BEIJING QIHOO TECH CO LTD
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  • Abstract
  • Description
  • Claims
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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 ...

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  • Identification method, device and server for spam short messages
  • Identification method, device and server for spam short messages
  • Identification method, device and server for spam short 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 an identification method, a device and a server for spam short messages. The method comprises the following steps of upon receiving an identification instruction on a to-be-detected short message, carrying out word segmentation treatment on the to-be-detected short message; mapping segmented words obtained through word segmentation into word vectors; subjecting the word vectors to format conversion treatment to obtain to-be-input data which conform to the input format of a pre-configured neural network identification model; inputting the to-be-input data into the neuralnetwork identification model for analysis, and determining whether the to-be-detected short message is a junk short messages or not. According to the technical scheme of the invention, all words of areceived short message and the semantic relation between words are comprehensively identified by means of the neural network recognition model. According to the overall content of the short message,whether the short message is a junk short message or not is judged. Therefore, the identification accuracy of spam short messages is effectively improved. The comprehensive interception treatment of spam short messages is realized.

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