Enterprise false publicity risk identification method and device, and storage medium

Abstract

The invention discloses an enterprise false publicity risk identification method and device and a storage medium. The method comprises the following steps: extracting suspected risk texts from a plurality of enterprise public opinion texts corresponding to a target enterprise; extracting risk features of corresponding types from each suspected risk text to form a risk feature vector corresponding to each suspected risk text; sequentially inputting the risk feature vectors corresponding to the plurality of suspected risk texts into a pre-trained risk identification model to enable the risk identification model to identify each suspected risk text, and determining the suspected risk text identified as having the false propaganda risk as a risk text; determining a false propaganda risk intensity value corresponding to the target enterprise according to the information of all the determined risk texts; and if the false propaganda risk intensity value is greater than a preset risk threshold value, determining that the target enterprise has a false propaganda risk. According to the invention, the limitation of manual rule matching can be avoided, and the accuracy of false propaganda risk identification is improved.

Description

technical field [0001] The present invention relates to the field of computer technology, in particular to a method, device and storage medium for identifying risks of false publicity of enterprises. Background technique [0002] With the development of the economy and society, the number of various financing platforms has shown explosive growth, and the integration of the Internet and finance has spawned a series of new financing models, such as P2P crowdfunding. At the same time, the corresponding regulatory measures have not yet been perfected, leading to chaos in the financing market and frequent violations of laws and regulations, which not only restricts the healthy development of the industry, but also brings huge risks and hidden dangers to economic construction. For example, illegal fund-raising has brought great harm to society. Due to the characteristics of the Internet regardless of region, rapid spread, and wide audience, it has brought huge challenges to the w...

AI Technical Summary

Problems solved by technology

[0004] The main purpose of the embodiments of the present invention is to provide a method, device, and storage medium for identifying the risk of false publicity in an enterprise, so as to solve the problem of identifying whether an enterprise has a risk of false publicity based on manual rule matching, which may cause problems due to the limitations of manually setting matching rules. Problems with low recognition accuracy

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