Resource raising project fraud prediction method and device and electronic equipment

A forecasting method and resource technology, applied in forecasting, resources, instruments, etc., can solve problems such as project organizer or resource raiser fraud, project organizer fraud, resource raising platform impact, etc.

Inactive Publication Date: 2021-05-18
北京奇保信安科技有限公司
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  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

[0004] For resource-raising platforms, in the process of resource-raising, project organizers or resource-raisers often have bad behaviors such as fraudulent behavior, which will cause a great impact on resource-raising platforms
In addition, on the one hand, since project organizers will obtain a certain percentage of resource income from resource raising project orders, this will cause some project organizers to engage in fraudulent behavior in order to obtain more resources
On the other hand, because resource raisers can obtain a certain amount of resources through resource raising projects, the resources are used for medical treatment or other relief, but there are some resource raisers who falsify in order to obtain such relief resources, or cooperate with project organizers joint fraud

Method used

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  • Resource raising project fraud prediction method and device and electronic equipment
  • Resource raising project fraud prediction method and device and electronic equipment
  • Resource raising project fraud prediction method and device and electronic equipment

Examples

Experimental program
Comparison scheme
Effect test

Embodiment 1

[0048] Below, will refer to figure 2 and image 3 , to describe the fraud prediction method of Embodiment 1 of the present invention. The method includes the following steps.

[0049] Step S101, establishing a fraud prediction model based on machine self-learning, using historical order data of resource raising projects to establish a training data set, and using the training data set to train the fraud prediction model, the training data set includes project organizers, resource raising Attribute data and historical behavior data of at least one of the person and the resource holder.

[0050] Step S201, acquiring the data of project organizers, resource raisers and resource holders in the historical order data of resource raising projects to establish a relationship network diagram.

[0051] Step S202, extracting risk characteristic data from the historical order data and the relationship network diagram, and establishing the training data set based on the risk characteri...

Embodiment 2

[0110] An apparatus embodiment of the present invention is described below, and the apparatus can be used to execute the method embodiment of the present invention. The details described in the device embodiments of the present invention should be regarded as supplements to the above method embodiments; details not disclosed in the device embodiments of the present invention can be implemented by referring to the above method embodiments.

[0111] refer to Figure 4 to Figure 6, the present invention also provides a fraud prediction device 400 for a resource raising project, which is used for the resource raising platform to predict the fraud probability of an order in a resource raising project initiated by the platform. The resource raising project is organized by the project organizer A project initiated by resource raisers to raise resources from resource holders.

[0112] Such as Figure 4 As shown, the fraud prediction device 400 includes: a model building module 401, ...

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Abstract

The invention provides a resource raising project fraud prediction method and device, and electronic equipment. The method comprises the following steps: establishing a fraud prediction model based on machine self-learning, establishing a training data set by using historical order data of a resource raising project, and training the fraud prediction model by using the training data set, wherein the training data set comprises attribute data and historical behavior data of at least one of a project organizer, a resource raising person and a resource holder; and obtaining current order data of the resource raising project, and calculating the fraud probability of the current order by using the trained fraud prediction model. According to the invention, the risk conditions of project organizers and resource raising persons in the current order can be evaluated more accurately, the fraud probability of the current order can be predicted more accurately, and the adverse effect of a resource raising platform caused by order fraud behaviors can be effectively avoided.

Description

technical field [0001] The invention relates to the field of computer information processing, in particular to a fraud prediction method, device and electronic equipment for resource raising projects. Background technique [0002] In Internet-based application technology, it is often necessary to exchange resources between different participants. The resources referred to here refer to any material, information, money, time, etc. that can be used. Information resources include computing resources and various types of data resources. Data resources include various specialized data in various fields. [0003] Resources related to money are usually also referred to as financial resources. Financial resources refer to the sum or aggregate of a series of objects in the financial field about the structure, quantity, scale, distribution and their effects and interactions of financial service subjects and objects. In production and life, only by managing financial resources more ...

Claims

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Application Information

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Patent Type & Authority Applications(China)
IPC IPC(8): G06Q20/40G06Q10/06G06Q10/04
CPCG06Q10/04G06Q10/067G06Q20/4016
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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