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Online behavior risk assessment method, device and equipment and readable storage medium

A risk assessment and risk assessment model technology, applied in the field of online behavior risk assessment methods, equipment and readable storage media, and devices, can solve problems such as affecting user experience, reducing the efficiency of software iteration and updating, and wasting time and manpower. Achieve the effect of improving iterative update efficiency, high accuracy and interpretability, efficient risk assessment and control

Active Publication Date: 2020-06-30
BEIJING BYTEDANCE NETWORK TECH CO LTD
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  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

Although the above management methods can reduce the corresponding risks to a certain extent, they will also cause waste of time and manpower, reduce the efficiency of software iteration and update, and affect user experience.

Method used

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  • Online behavior risk assessment method, device and equipment and readable storage medium
  • Online behavior risk assessment method, device and equipment and readable storage medium
  • Online behavior risk assessment method, device and equipment and readable storage medium

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Embodiment Construction

[0045] In order to make the objectives, technical solutions, and advantages of the embodiments of the present disclosure clearer, the technical solutions in the embodiments of the present disclosure will be described clearly and completely in conjunction with the accompanying drawings in the embodiments of the present disclosure. Obviously, the described embodiments It is a part of the embodiments of the present disclosure, but not all the embodiments. Based on the embodiments in the present disclosure, all other embodiments obtained by those of ordinary skill in the art without creative work shall fall within the protection scope of the present disclosure.

[0046] In addition, the term "and / or" in this article is only an association relationship describing associated objects, which means that there can be three types of relationships, for example, A and / or B, which can mean: A alone exists, and both A and B exist. There are three cases of B alone. In addition, the character " / ...

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Abstract

The embodiment of the invention provides an online behavior risk assessment method, device and equipment and a readable storage medium. The method comprises the following steps: acquiring one or morecharacteristics of the online behavior; inputting the features into a pre-generated risk assessment model, wherein the risk assessment model comprises a plurality of rules trained by adopting a multi-target subgroup discovery algorithm; obtaining a plurality of result values respectively calculated by the risk assessment model according to the plurality of rules; and performing calculating to obtain a risk value of the online behavior according to the plurality of result values. In this way, online behaviors can be subjected to risk assessment and control accurately and efficiently, the software iterative updating efficiency is improved, and the user experience is optimized.

Description

Technical field [0001] The embodiments of the present disclosure generally relate to the field of online services, and more specifically, to a method, device, device, and readable storage medium for evaluating online behavior risk. Background technique [0002] With the development of the mobile Internet, the number of users of online services based on application software is increasing. In order to meet the emerging needs of users, developers need to continuously develop and iterate application software. Although the new version of the application software will be tested before it goes online, considering the difference between the test environment and the final actual operation, the online behavior still has the risk of causing service failure. In order to control the frequency of going online and reduce the impact on services and users when going online, each company will carry out corresponding control management, such as closing the line during peak user periods, going onli...

Claims

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Application Information

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Patent Type & Authority Applications(China)
IPC IPC(8): G06F11/36G06N3/12
CPCG06F11/3604G06F11/3664G06F11/3676G06N3/126
Inventor 张同新
Owner BEIJING BYTEDANCE NETWORK TECH CO LTD
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