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Risk identification method and device for public opinion data, computer equipment and storage medium

A technology of risk identification and public opinion, applied in calculation, calculation model, database query, etc., can solve problems such as the inability to accurately and efficiently identify public opinion data risks, and achieve the effect of improving prevention ability, efficiency and accuracy

Pending Publication Date: 2021-11-12
PINGAN INT SMART CITY TECH CO LTD
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Problems solved by technology

[0003] The main purpose of this application is to provide a risk identification method, device, computer equipment and storage medium for public opinion data, aiming to solve the current problem that the risk of public opinion data cannot be accurately and efficiently identified

Method used

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  • Risk identification method and device for public opinion data, computer equipment and storage medium
  • Risk identification method and device for public opinion data, computer equipment and storage medium
  • Risk identification method and device for public opinion data, computer equipment and storage medium

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Embodiment Construction

[0045] In order to make the purpose, technical solutions and advantages of the present application more clearly understood, the present application will be described in further detail below with reference to the accompanying drawings and embodiments. It should be understood that the specific embodiments described herein are only used to explain the present application, but not to limit the present application.

[0046] refer to figure 1 , an embodiment of the present application provides a method for risk identification of public opinion data, including steps S10-S60. The detailed description of each step of the method for risk identification of public opinion data is as follows.

[0047] S10. Obtain public opinion data collected from the platform.

[0048] This embodiment is applied to the scenario of public opinion monitoring. On the Internet platform, different users and different media will release a variety of different information. The public opinion data released by th...

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Abstract

The invention relates to the field of data monitoring, and discloses a risk identification method and device for public opinion data, computer equipment and a storage medium, and the method comprises the steps: obtaining public opinion data collected from a platform; identifying the public opinion data, and extracting feature information of the public opinion data; obtaining grade division of each piece of feature information from a feature database based on big data pre-collection, and matching a score value corresponding to the feature information according to the grade division of each piece of feature information; acquiring influence weights of the feature information, wherein the influence weights of the feature information are obtained based on historical public opinion data and risk marks of the historical public opinion data and through training of a machine learning algorithm; calculating a negative risk level of the public opinion data according to the influence weight of the feature information and the corresponding score value; and outputting the negative risk level of the public opinion data. The public opinion data can be accurately positioned, and the efficiency and accuracy of public opinion data risk identification are improved.

Description

technical field [0001] The present application relates to the field of data monitoring, and in particular, to a method, device, computer equipment and storage medium for risk identification of public opinion data. Background technique [0002] At present, with the rapid development of the Internet, a large amount of public opinion data will be generated in a short period of time when popular events or hot events occur on the Internet. At present, the risk determination of public opinion data mainly relies on manual experience to judge, which requires a large amount of labor and a high cost. , and there is a certain lag, and it is impossible to manage public opinion data accurately and efficiently. SUMMARY OF THE INVENTION [0003] The main purpose of this application is to provide a risk identification method, device, computer equipment and storage medium for public opinion data, which aims to solve the problem that the risk of public opinion data cannot be accurately and ...

Claims

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Application Information

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Patent Type & Authority Applications(China)
IPC IPC(8): G06Q10/06G06N20/00G06F16/24
CPCG06Q10/0635G06N20/00G06F16/24
Inventor 何丽英
Owner PINGAN INT SMART CITY TECH CO LTD
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