Design method and system of artificial intelligence body based on user behaviors

An artificial intelligence and design method technology, applied in computing, computing models, artificial life and other directions, can solve the problems of single object, lack of effective evaluation methods for recommendation algorithms, low flexibility of robots, etc., to achieve the effect of simple operation

Pending Publication Date: 2022-05-31
ZHEJIANG UNIV OF TECH
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Problems solved by technology

Therefore, there is still a lack of effective evaluation methods for the impact on recommendation algorithms.
[0003] Patent CN201910585586.5 proposes a social engineering robot simulation method and equipment based on user attributes, but the method is single-oriented and the robot is less flexible

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  • Design method and system of artificial intelligence body based on user behaviors
  • Design method and system of artificial intelligence body based on user behaviors
  • Design method and system of artificial intelligence body based on user behaviors

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Embodiment Construction

[0041] In order to better illustrate the purpose, technical process and advantages of the present invention, the present invention will be further described below in combination with specific cases and accompanying drawings. The illustrations and illustrations of the present invention are used to explain the present invention, but not to limit the present invention.

[0042] In view of the lack of effective evaluation methods for the existing impact on recommendation algorithms, it is possible to simulate user operations or behaviors on social platforms to analyze the impact of recommendation algorithms on human behavior.

[0043] To this end, a design method of artificial agents based on user behavior is provided for experimental analysis.

[0044] Such as figure 1 As shown, the design method of artificial agents based on user behavior includes the following steps:

[0045] S1: Configure user static attributes for the specified artificial intelligence agent, and portray use...

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Abstract

The artificial intelligence body design method based on the user behavior comprises the following steps: S1, configuring a user static attribute for a specified artificial intelligence body; s2, configuring an operation process, and simulating a normal behavior of a user; s3, in the operation process of the specified agent, storing behavior data of the agent; s4, collecting hot comments of the platform, and sending comment contents to the specified platform according to specified parameters; and S5, according to the recorded data, analyzing the influence of the recommendation algorithm on the user behavior. The invention further comprises a system of the artificial intelligence body based on the user behaviors. The system comprises an attribute configuration module, a process customization module, a data storage module, a corpus generation module and a behavior analysis module. According to the method, behaviors of normal users on various social platforms can be simulated, full-automatic operation is realized, and the influence of a recommendation algorithm on the users can be analyzed through experimental data, so that a way for avoiding the negative influence of the recommendation algorithm on people is obtained.

Description

technical field [0001] The invention relates to the technical fields of data mining and machine learning, in particular to a design method and system of an artificial intelligence body based on user behavior. Background technique [0002] With the development of big data, cloud computing and deep learning technology, public opinion communication has entered the 3.0 intelligent era where everything is a media, man-machine symbiosis, and algorithms dominate. The process of information dissemination and opinion interaction in the intelligent age has been largely controlled by the recommendation algorithms of media platforms. However, modern artificial intelligence technology is usually a black box model. At the same time, the algorithm itself is constantly evolving through the interaction with hundreds of millions of users, so that it forms an unprecedented human-machine coupling complex system together with users and the media environment. . Therefore, there is still a lack ...

Claims

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Application Information

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IPC IPC(8): G06F16/332G06F16/9536G06N3/00G06Q50/00
CPCG06F16/3329G06F16/9536G06Q50/01G06N3/006
Inventor 宣琦蔡文力林晨天李子涵
Owner ZHEJIANG UNIV OF TECH
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