Classification method, device, computer equipment and storage medium for network-related crimes

A classification method and text classification technology, applied in the field of criminal classification methods, computer equipment and storage media, and devices, can solve problems such as low efficiency, errors, and difficulty in combating, so as to reduce costs, reduce human errors, and improve accuracy. Effect

Active Publication Date: 2021-11-16
ZHEJIANG POLICE COLLEGE
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  • Description
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Problems solved by technology

[0003] At the national level, it is clearly pointed out to strengthen the crackdown on and punishment for new types of crimes involving the Internet. However, since the new types of crimes involving the Internet use the Internet as the medium for committing crimes, it is difficult to crack down on them afterwards, and after obtaining the criminal case information, it is necessary to send professionals to carry out cyber-related and criminal investigations. Classification and induction of non-network-related cases, in order to obtain relevant information on network-related cases, and analyze them accordingly, and then carry out prevention and control. The accuracy of prevention and control comes from the initial classification of network-related cases and the accuracy of later analysis , but the manual classification method is currently used, there are certain errors, and the efficiency is low, and the requirements for personnel are high

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  • Classification method, device, computer equipment and storage medium for network-related crimes
  • Classification method, device, computer equipment and storage medium for network-related crimes
  • Classification method, device, computer equipment and storage medium for network-related crimes

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Embodiment Construction

[0046] The following will clearly and completely describe the technical solutions in the embodiments of the present invention with reference to the accompanying drawings in the embodiments of the present invention. Obviously, the described embodiments are some of the embodiments of the present invention, but 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.

[0047] It should be understood that when used in this specification and the appended claims, the terms "comprising" and "comprises" indicate the presence of described features, integers, steps, operations, elements and / or components, but do not exclude one or Presence or addition of multiple other features, integers, steps, operations, elements, components and / or collections thereof.

[0048] It should also be understood that the terminology used ...

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Abstract

The present invention relates to a method, device, computer equipment and storage medium for classifying network-related crimes. The method includes obtaining criminal case information that needs to be analyzed to obtain initial data; inputting the initial data into a case classification model for case classification processing, and Obtaining a classification result; feeding back the classification result to the terminal for display on the terminal; wherein, the case classification model is obtained by using the criminal case information with the case category label as the first sample data set to train the text classification model. The present invention acquires criminal case information that needs to be analyzed, classifies it through a case classification model, and feeds back the classification result to the terminal, wherein the case classification model adopts a network model for automatic classification, reduces costs, and adopts a model classification method to reduce man-made errors, realize automatic and efficient classification of cybercrime cases, and improve the accuracy of the entire classification.

Description

technical field [0001] The present invention relates to a method for classifying criminal cases, and more specifically refers to a method, device, computer equipment and storage medium for classifying network-related crimes. Background technique [0002] New types of cyber-related crimes permeate every corner of the daily life of the general public, and bring great harm to the property safety of the people. Therefore, the national government currently proposes various crackdown and punishment measures for new-type cyber-related crimes, such as the release of "Telecommunications Network Fraud The Opinions further clarified the standards of conviction and sentencing for handling telecommunication and network fraud cases, unified the law enforcement and judicial standards, and required the formation of a high-pressure situation to severely crack down on telecommunication and network fraud crimes; Increase the sentencing range; propose to issue judicial interpretations or amendm...

Claims

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Application Information

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Patent Type & Authority Patents(China)
IPC IPC(8): G06K9/62G06F40/30G06N3/04G06N3/08G06Q50/26
CPCG06F40/30G06N3/084G06Q50/26G06N3/045G06F18/2415
Inventor 丁伟杰李海军沈旭晨陈立力李保敏
Owner ZHEJIANG POLICE COLLEGE
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