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A method and device for identifying machine operation behavior

A technology of machine operation and behavior, applied in the direction of instruments, calculations, electrical digital data processing, etc., can solve the problems of inability to effectively identify machine behavior data and affect the effect of advertising promotion, and achieve the effect of improving accuracy and deepening the effect of promotion

Active Publication Date: 2019-09-06
BEIJING KINGSOFT INTERNET SECURITY SOFTWARE CO LTD
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  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

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Problems solved by technology

However, under the deliberate avoidance of the third party, the above method can imitate the behavior of the machine and it is reasonable. As a result, the existing technology cannot effectively identify the behavior data of the machine mixed with the user behavior data, which affects the final promotion effect of the advertisement.

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  • A method and device for identifying machine operation behavior
  • A method and device for identifying machine operation behavior
  • A method and device for identifying machine operation behavior

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Embodiment Construction

[0055] The following will clearly and completely describe the technical solutions in the embodiments of the present invention with reference to the accompanying drawings in the embodiments of the present invention. Obviously, the described embodiments are some of the embodiments of the present invention, but not all of them. Based on the embodiments of the present invention, all other embodiments obtained by persons of ordinary skill in the art without creative efforts fall within the protection scope of the present invention.

[0056] By adopting the embodiment of the present invention, the machine operation behavior data in the user operation behavior data can be effectively identified.

[0057] The terms "first", "second", "third" and "fourth" in the specification and claims of the present invention and the above drawings are used to distinguish different objects, rather than to describe a specific order. Furthermore, the terms "include" and "have", as well as any variation...

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Abstract

The present invention provides a method for identifying operating behaviors of a machine. The method comprises: acquiring user operating behavior data to obtain time when a user executes operating behaviors; according to the time when the user executes the operating behaviors, generating a time sequence of the user; and according to the time sequence of the user and corresponding statistic data of the operating behaviors of the user, identifying the operating behaviors of the machine, wherein the operating behaviors of the machine are used for imitating the operating behaviors generated by the user. The embodiment of the present invention further discloses an apparatus for identifying the operating behaviors of the machine. By adopting the method and the apparatus provided by the invention, operating behavior data of the machine in the user operating behavior data can be effectively identified.

Description

technical field [0001] The invention relates to the technical field of computer applications, in particular to a method and device for identifying machine operation behaviors. Background technique [0002] In order to achieve a more targeted promotion effect for advertisements, it is necessary to collect and analyze user behavior data, determine the field of interest of the user by collecting the user's clicks on the advertisement information, and then promote the advertisement corresponding to the field to the user. However, when collecting user behavior data, the third party will add machine behavior data to the user behavior data in order to gain personal gain, and generate clicks on specific advertisements by imitating user behavior, increase clicks for specific advertisements, and increase the promotion rate of advertisements . In the prior art, the collected user behavior data is analyzed to determine whether the user behavior data is machine behavior data. For examp...

Claims

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Application Information

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Patent Type & Authority Patents(China)
IPC IPC(8): G06F16/2458
Inventor 陈欣荣裘宗敏
Owner BEIJING KINGSOFT INTERNET SECURITY SOFTWARE CO LTD