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Network-related crime classification method and device, computer equipment and storage medium

A classification method and classification model technology, applied in the fields of devices, computer equipment and storage media, and crime classification methods, 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: 2020-12-11
ZHEJIANG POLICE COLLEGE
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  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

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

Method used

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  • Network-related crime classification method and device, computer equipment and storage medium
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  • Network-related crime classification method and device, computer equipment and storage medium

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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 invention relates to a network-related crime classification method and device, computer equipment and a storage medium, and the method comprises the steps: obtaining crime case information needingto be analyzed, so as to obtain initial data; inputting the initial data into a case classification model for case classification processing to obtain a classification result; feeding back the classification result to the terminal to be displayed on the terminal, wherein the case classification model is obtained by training a text classification model by taking criminal case information with a case category label as a first sample data set. The crime case information needing to be analyzed is acquired, classification is performed through the case classification model, the classification result is fed back to the terminal, the case classification model performs automatic classification through the network model and the like, the cost is reduced, human errors can be reduced in a model classification mode, network-related crime cases can be automatically and efficiently classified, and the accuracy of the whole classification is improved.

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 Applications(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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