Digital resource processing method, device and system based on machine learning

A technology of digital resources and processing methods, applied in neural learning methods, data processing applications, special data processing applications, etc., can solve problems such as low efficiency and high cost of manual identification of fraudulent behaviors, and achieve the effect of reducing management and maintenance costs

Inactive Publication Date: 2021-06-29
北京奇保信安科技有限公司
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  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

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Problems solved by technology

[0005] The present invention aims to solve the problem that there are fraudulent behaviors in some projects in the existing crowdfunding projects, and the use of manual identification of fraudulent behaviors is expensive and inefficient

Method used

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  • Digital resource processing method, device and system based on machine learning
  • Digital resource processing method, device and system based on machine learning
  • Digital resource processing method, device and system based on machine learning

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Embodiment Construction

[0039] Exemplary embodiments of the present invention will now be described more fully with reference to the accompanying drawings, and although the exemplary embodiments may be embodied in many specific forms, these should not be construed as limited to the embodiments set forth herein. On the contrary, these exemplary embodiments are provided in order to make the content of the present invention more complete and to facilitate the comprehensive transfer of the inventive concept to those skilled in the art.

[0040] On the premise of conforming to the technical concept of the present invention, the structure, performance, effect or other features described in a specific embodiment can be combined into one or more other embodiments in any suitable manner.

[0041] During the introduction of specific embodiments, detailed descriptions of structures, performances, effects or other features are intended to enable those skilled in the art to fully understand the embodiments. Howev...

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Abstract

The invention discloses a digital resource processing method, device and system based on machine learning. The method comprises the following steps: acquiring information of a project, a project organizer and a project participant; constructing a project organizer relation graph by taking the project organizers as vertexes and taking the projects and project participants as nodes; and performing feature extraction on the project organizer relation graph, inputting a fraud judgment model, and outputting a project fraud score by the fraud judgment model. By adopting the technical scheme, the relation graph and the semantic information are fused, the project with the fraud behavior can be quickly identified through the fraud judgment model, and the management and maintenance cost of the project management platform can be reduced.

Description

technical field [0001] The present invention relates to the field of computer information processing, in particular to a method, device and system for processing digital resources based on machine learning. Background technique [0002] With the development of Internet technology, many traditional fields have undergone changes and ideas. Traditional project funds often need to be in charge of one or several funders, and the funders have to bear relatively large financial pressure and risks. [0003] With the emergence of the Internet and Internet finance, project funds can be raised through crowdfunding. The project initiator initiates the project, the project organizer maintains and promotes the project, and project participants participate in the project within their own ability. By adopting crowdfunding, the financial pressure and risks borne by everyone are greatly reduced. [0004] However, it is inevitable that some project initiators, project organizers, and project...

Claims

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Application Information

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Patent Type & Authority Applications(China)
IPC IPC(8): G06Q40/04G06Q10/06G06F16/28G06N3/08G06N3/04
CPCG06Q40/04G06Q10/067G06Q10/06393G06F16/284G06N3/08G06N3/044G06N3/045
Inventor 张中峰王娜丽贺方超
Owner 北京奇保信安科技有限公司
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