Trash information judgment method and device

A technology of spam and preset information, applied in the field of information, can solve problems such as user troubles, inability to accurately judge information, and users receiving spam information.

Active Publication Date: 2016-12-07
BEIJING XIAOMI MOBILE SOFTWARE CO LTD
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  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

[0002] At present, information has penetrated into every corner of daily life, and users receive more and more information, such as SMS, WeChat and other instant messaging information, but in related technologies, users often receive some spam messages,

Method used

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  • Trash information judgment method and device
  • Trash information judgment method and device
  • Trash information judgment method and device

Examples

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Embodiment Construction

[0103] Reference will now be made in detail to the exemplary embodiments, examples of which are illustrated in the accompanying drawings. When the following description refers to the accompanying drawings, the same numerals in different drawings refer to the same or similar elements unless otherwise indicated. The implementations described in the following exemplary examples do not represent all implementations consistent with the present disclosure. Rather, they are merely examples of apparatuses and methods consistent with aspects of the present disclosure as recited in the appended claims.

[0104] At present, information has penetrated into every corner of daily life, and users receive more and more information, such as SMS, WeChat and other instant messaging information, but in related technologies, users often receive some spam messages, Moreover, since the spam information is disguised more and more like normal information, the terminal often cannot accurately determin...

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Abstract

The invention relates to a trash information judgment method and device. The method comprises: when receiving target information, carrying out word segmentation on the target information; according to a pre-set word vector model, obtaining a word vector of each word obtained by the word segmentation; acquiring a first information classification result of the target information according to the word vector of each word and a pre-trained target recurrent neural network; and judging whether the target information is trash information or not according to the first information classification result. With the adoption of the technical scheme, when the target information is received, the target information can be subjected to the word segmentation, so that the word vector of each word is obtained from the target information; furthermore, based on the word vector of each word and the pre-trained target recurrent neural network, the first information classification result of the target information is calculated and whether the target information is the trash information or not is accurately judged, so that the identification precision and accuracy of the target information are improved; and the target information can be easily marked or intercepted at a later period and great troubles to users, caused by the trash information, are avoided.

Description

technical field [0001] The present disclosure relates to the field of information technology, and in particular, to a method and device for judging junk information. Background technique [0002] At present, information has penetrated into every corner of daily life, and users receive more and more information, such as SMS, WeChat and other instant messaging information, but in related technologies, users often receive some spam messages, Moreover, since the spam information is disguised more and more like normal information, the terminal often cannot accurately determine whether the information is spam information, thereby causing users to often receive spam information, which brings great troubles to users. Contents of the invention [0003] Embodiments of the present disclosure provide a spam judging method and device. Described technical scheme is as follows: [0004] According to the first aspect of the embodiments of the present disclosure, a spam judging method is...

Claims

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Application Information

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IPC IPC(8): G06F17/30G06F17/27
CPCG06F16/353G06F16/355G06F40/284
Inventor 秦秋平陈志军杨松
Owner BEIJING XIAOMI MOBILE SOFTWARE CO LTD
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