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Focus user mining method and device based on artificial intelligence

An artificial intelligence, focus technology, applied in electronic equipment and computer readable storage media, focus user mining field, can solve the problem of focus users without effective solutions, and achieve the effect of increasing stickiness, increasing quantity, and improving accuracy

Active Publication Date: 2020-07-28
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 purpose, technical solution and advantages of the present invention clearer, the present invention will be described in further detail below in conjunction with the accompanying drawings, and the described embodiments should not be considered as limiting the present invention, and those of ordinary skill in the art do not make any All other embodiments obtained under the premise of creative labor belong to the protection scope of the present invention.

[0041] In the following description, references to "some embodiments" describe a subset of all possible embodiments, but it is understood that "some embodiments" may be the same subset or a different subset 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 one of ordinary skill in the technical field of the invention. The terms used herei...

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Abstract

The invention provides a focus user mining method and device based on artificial intelligence. The method comprises the following steps: encoding features of a sample focus user according to involvedtypes to obtain a feature encoding sequence of the sample focus user; for a plurality of feature coding sub-sequences included in the feature coding sequence of each sample focus user, determining a feature coding sub-sequence of which the occurrence frequency exceeds a frequency threshold as a frequent feature coding sequence; carrying out derivation processing on the feature codes in the frequent feature code sequence so as to take the obtained feature codes as strong correlation feature codes for representing the generality of the focus user set; and training a classification model based onthe strong correlation feature code of each sample focus user in the focus user set, and obtaining a classification result representing whether a to-be-identified user is the focus user based on theclassification model. The focus user can be efficiently and accurately mined.

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 focused 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 developing rapidly today and is widely used in various industries. [0003] Taking the application scenario of focal user mining as an example, a focal user refers to a person who has more and more accurate product information, is accepted or trusted by a relevant group, and has a greater influence on the purchasing behavior of this group. With the development of big d...

Claims

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Application Information

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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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