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Focus user mining method and device based on artificial intelligence

An artificial intelligence and focus technology, applied in electronic equipment and computer-readable storage media, focus user mining field, can solve the problem that focus users have no effective solutions, etc., to achieve the effect of improving stickiness, high generalization ability, and increasing quantity

Active Publication Date: 2020-09-25
TENCENT TECH (SHENZHEN) CO LTD
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  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

[0004] However, related technologies have no effective solution for how to efficiently and accurately mine focal users

Method used

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  • Focus user mining method and device based on artificial intelligence
  • Focus user mining method and device based on artificial intelligence
  • Focus user mining method and device based on artificial intelligence

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Embodiment Construction

[0040] In order to make the objectives, technical solutions, and advantages of the present invention clearer, the present invention will be further described in detail below with reference to the accompanying drawings. The described embodiments should not be regarded as limiting the present invention. Those of ordinary skill in the art have not made All other embodiments obtained under the premise of creative work belong to the protection scope of the present invention.

[0041] In the following description, "some embodiments" are referred to, which describe a subset of all possible embodiments, but it is understood that "some embodiments" may be the same subset or different subsets of all possible embodiments, and Can be combined with each other without conflict.

[0042] Unless otherwise defined, all technical and scientific terms used herein have the same meaning as commonly understood by those skilled in the technical field of the present invention. The terminology used herein...

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Abstract

The present invention provides a focus user mining method and device based on artificial intelligence; the method includes: encoding the characteristics of the focus user of the sample according to the type involved, so as to obtain the feature coding sequence of the focus user of the sample; Multiple feature coding subsequences included in the user's feature coding sequence, determine the feature coding subsequence whose occurrence frequency exceeds the frequency threshold as the frequent feature coding sequence; perform derivation processing on the feature coding in the frequent feature coding sequence, and obtain the Feature encoding is a strong correlation feature encoding that characterizes the commonality of the focus user set; the classification model is trained based on the strong correlation feature encoding of each sample focus user in the focus user set, and the classification result representing whether the user to be identified is a focus user is obtained based on the classification model . Through the present invention, it is possible to efficiently and accurately mine focus users.

Description

Technical field [0001] The present invention relates to the field of artificial intelligence and big data technology, and in particular to an artificial intelligence-based focus user mining method, device, electronic equipment and computer readable storage medium. Background technique [0002] Artificial intelligence is a theory, method, technology and application system that uses digital computers or machines controlled by digital computers to simulate, extend and expand human intelligence, perceive the environment, acquire knowledge, and use knowledge to obtain the best results. Artificial intelligence is now rapidly developed and widely used in various industries. [0003] Taking the application scenario of focus user mining as an example, focus users refer to people who have more and more accurate product information, are accepted or trusted by related groups, and have greater influence on the group's purchasing behavior. With the development of big data, the identification an...

Claims

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Application Information

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Patent Type & Authority Patents(China)
IPC IPC(8): G06F16/9536G06F16/2458G06K9/62G06N3/04G06N3/08G06Q50/00
CPCG06F16/9536G06F16/2465G06N3/08G06Q50/01G06N3/045G06F18/241
Inventor 刘志煌
Owner TENCENT TECH (SHENZHEN) CO LTD
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