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Rumor detection method and device

A detection method and rumor technology, which is applied in the computer field, can solve the problems that manual time points cannot be earlier and more accurate, and early rumor detection cannot be carried out.

Active Publication Date: 2018-09-04
义语智能科技(嘉兴)有限公司
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  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

[0004] An object of the present invention is to provide a rumor detection method and equipment, which can solve the problem that the existing technical solutions are either unable to detect early rumors, or manually demarcated time points cannot meet the earlier and more accurate requirements

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  • Rumor detection method and device

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Embodiment Construction

[0055] The present invention will be described in further detail below in conjunction with the accompanying drawings.

[0056] In a typical configuration of the present application, the terminal, the device serving the network and the trusted party all include one or more processors (CPUs), input / output interfaces, network interfaces and memory.

[0057] Memory may include non-permanent storage in computer readable media, in the form of random access memory (RAM) and / or nonvolatile memory such as read only memory (ROM) or flash RAM. Memory is an example of computer readable media.

[0058] Computer-readable media, including both permanent and non-permanent, removable and non-removable media, can be implemented by any method or technology for storage of information. Information may be computer readable instructions, data structures, modules of a program, or other data. Examples of computer storage media include, but are not limited to, phase change memory (PRAM), static rando...

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Abstract

Objectives of the present invention are to provide a rumor detection method and device. The method comprises: through a rumor determination module, calculating to obtain probabilities of being able todetermine a rumor and of being unable to determine a rumor; after continuously inputting a certain message matrix into a GRU unit, if the correspondingly calculated probability of being able to determine a rumor is greater than a preset threshold, stopping continuously inputting the next message matrix to the GRU unit; and sending the last updated GRU unit status to the determination module for processing. The technical scheme of the present invention aims to solve the problem of the time at which an automated decision is made to perform event rumor determination, namely the time point at which accurate determination can be performed as early as possible.

Description

technical field [0001] The invention relates to the field of computers, in particular to a rumor detection method and equipment. Background technique [0002] The spread of rumors will cause great harm to society, especially rumors spread on social media, which spread wider, faster, and cause more harm. Most of the existing technologies focus on the accuracy of rumor judgment, and seldom pay attention to the timing of rumor judgment. Some early rumor detection only set a fixed deadline. [0003] However, timeliness is very important for rumor detection, mainly because it can make timely and accurate judgments in real-time monitoring of rumors. For real-time monitoring, if an artificial fixed deadline is adopted, some events that are easy to be judged may be delayed, and some events that are difficult to determine may be judged hastily. Therefore, the existing technical solutions are either unable to detect early rumors, or the manual time point cannot meet the earlier and ...

Claims

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Application Information

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IPC IPC(8): G06F17/30G06F17/27
CPCG06F40/289G06F40/30
Inventor 周凯敏何永李传丰武拥珍舒畅刘杰汉
Owner 义语智能科技(嘉兴)有限公司
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