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GPT2 model-based network public opinion guiding method and device

A GPT-2, network public opinion technology, applied in the field of information processing

Pending Publication Date: 2020-12-25
HUBEI UNIV +1
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  • Abstract
  • Description
  • Claims
  • Application Information

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Problems solved by technology

However, it did not focus on the guidance work after the monitoring of public opinion tendencies

Method used

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  • GPT2 model-based network public opinion guiding method and device
  • GPT2 model-based network public opinion guiding method and device
  • GPT2 model-based network public opinion guiding method and device

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Embodiment Construction

[0058] Exemplary embodiments of the present disclosure will be described in more detail below with reference to the accompanying drawings. Although exemplary embodiments of the present disclosure are shown in the drawings, it should be understood that the present disclosure may be embodied in various forms and should not be limited by the embodiments set forth herein. Rather, these embodiments are provided for more thorough understanding of the present disclosure and to fully convey the scope of the present disclosure to those skilled in the art.

[0059] According to the implementation of the present application, a method and device for guiding network public opinion based on the GPT-2 model are proposed, such as figure 1 shown, including:

[0060] GPT-2 Chinese network public opinion model training module M1 is used to denoise the topic information and comment information of the topic in the network social platform and then input it into the specified model training module ...

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Abstract

The invention discloses a GPT2 model-based network public opinion guiding method and device, and the device comprises: a GPT2 Chinese network public opinion model training module which is used for denoising network public opinions in a network social platform and inputting the denoised network public opinions into a model training module, thus obtaining a neural network model which can predict andgenerate a specified number of public opinion texts according to the specified network public opinion theme; the guided network public opinion text generation module that is used for calling the GPT2Chinese network public opinion model to generate a specified number of public opinion texts; the educational network public opinion text delivery module that is used for carrying out public opinion release on the generated educational network public opinion text according to a public opinion platform filled by a user so as to guide the existing hot public opinion; and the network public opinion guiding effect statistics module that is used for evaluating the guiding effect so as to obtain the current guiding effect, and meanwhile, the publishing of the guiding public opinion is changed according to the effect. According to the method, the guided public opinion text content can be automatically generated and automatically released to the public opinion platform, so that public opinions areguided.

Description

technical field [0001] The invention relates to the technical field of information processing, in particular to a method and device for guiding network public opinion based on the GPT-2 model. Background technique [0002] With the rapid development of software and hardware, the Internet has become the most important source of information and social place for everyone. New social media such as social networking applications provide an extremely fast channel for the online dissemination of information. Therefore, users create a large amount of information through the rapid development of the Internet, and the social attitudes generated during the occurrence, development, and change of certain social events are called public opinion. Public opinion includes features such as dissemination behavior, evaluation behavior, and timing behavior among users. When the subject of these data and user activities is located on the Internet, all data is transmitted in the form of traffic....

Claims

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Application Information

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IPC IPC(8): G06F16/953G06F16/958G06F40/216G06K9/62G06F16/33G06F16/31
CPCG06F16/958G06F16/953G06F16/334G06F40/216G06F16/31G06F18/214
Inventor 朱国胜吴善超
Owner HUBEI UNIV
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