Junk information elimination system and method based on Chinese word segmentation identification technology
A spam information and Chinese word segmentation technology, which is applied in neural learning methods, text database query, unstructured text data retrieval, etc., can solve the problems of identifying single form of SMS and reducing the practicality of the scheme, so as to improve the efficiency of elimination and improve the accuracy rate effect
Pending Publication Date: 2021-02-19
合肥大多数信息科技有限公司
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[0004] Said scheme finally adopts content analysis and matching keywords according to the type of arrangement to identify whether it is a spam message, thereby avoiding the missed judgment of spam messages and improving the recall rate and precision rate of spam messages; however, the above-mentioned scheme is mainly aimed at irregular arrangement Spam text messages, resulting in a single form of identifying text messages, reducing the practicability of the above scheme; therefore, the above scheme still needs further improvement
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[0043] The technical solutions of the present invention will be clearly and completely described below in conjunction with the embodiments. Apparently, the described embodiments are only some of the embodiments of the present invention, not all of them. Based on the embodiments of the present invention, all other embodiments obtained by persons of ordinary skill in the art without making creative efforts belong to the protection scope of the present invention.
[0044] see figure 1 , a spam elimination system based on Chinese word segmentation recognition technology, including a processor, an IP analysis module, an information release module, a data storage module, a short message preprocessing module, an intelligent model module and a short message analysis module;
[0045] The short message preprocessing module is used to preprocess the short message received by the smart terminal to obtain the preliminary screening short message, and send the preliminary screening short mes...
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The invention discloses a junk information elimination system and method based on a Chinese word segmentation identification technology, relates to the technical field of junk information identification, and solves the technical problems of low junk short message identification rate and low working efficiency in the prior art. According to the method, the short messages received by the intelligentterminal are preliminarily screened according to the numbers sending the short messages to obtain the preliminarily screened short messages, then the verification keywords in the short messages are extracted through the word segmentation technology, the verification keywords are matched with the sensitive word bank, and finally judgment is conducted through the intelligent model. Triple detectionis set, so that the junk information identification accuracy and the working efficiency of the junk information elimination system and method are improved; according to the invention, the short message preprocessing module is arranged, so that the junk short message elimination efficiency can be improved; the short message analysis module is arranged, so that the recognition rate of junk short messages is improved, and the intelligent terminal is prevented from being invaded by the junk short messages.
Description
technical field [0001] The invention belongs to the field of garbage information identification, and relates to a Chinese word segmentation recognition technology, in particular to a system and method for eliminating garbage information based on the Chinese word segmentation recognition technology. Background technique [0002] As a basic service of mobile communication network, short message service not only provides users with convenient message communication services, but also becomes a channel for sending some illegal short messages, causing many harms, such as the use of short messages for extortion and fraud crimes, the use of short messages to Spread false news and rumors, etc. [0003] The invention patent with the publication number CN103874033A discloses a method for identifying irregular spam text messages based on Chinese word segmentation. For the same text message, according to the content of the text message, first perform Chinese word segmentation according t...
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Login to View More IPC IPC(8): G06F16/33G06F40/289G06N3/08G06N3/04
CPCG06F16/3344G06F40/289G06N3/08G06N3/045
Inventor 杨奚诚王诚熊瑛卢倩夏洋阳
Owner 合肥大多数信息科技有限公司