A user grouping method and computing device

A technology for computing equipment and users, which is used in broadcasting service distribution, devices for branch offices to provide special services, digital transmission systems, etc., to achieve the effect of accurate grouping results

Active Publication Date: 2020-09-01
BEIJING TENGYUN TIANXIA SCI & TECH CO LTD
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  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

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Problems solved by technology

[0004] To this end, the present invention provides a user grouping method and computing equipment to solve or at least alleviate the above problems

Method used

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  • A user grouping method and computing device
  • A user grouping method and computing device
  • A user grouping method and computing device

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Embodiment Construction

[0034]Exemplary embodiments of the present disclosure will be described in more detail below with reference to the accompanying drawings. Although exemplary embodiments of the present disclosure are shown in the drawings, it should be understood that the present disclosure may be embodied in various forms and should not be limited by the embodiments set forth herein. Rather, these embodiments are provided for more thorough understanding of the present disclosure and to fully convey the scope of the present disclosure to those skilled in the art.

[0035] figure 1 A schematic diagram of a user grouping system 100 according to an embodiment of the present invention is shown. Such as figure 1 As shown, the user grouping system 100 includes a computing device 200 and a data storage device 120 . a, figure 1 The shown user grouping 100 is only exemplary, although only one computing device and one data storage device are shown therein, in specific practical situations, there may ...

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Abstract

The invention discloses a user grouping method, which is executed in a computing device, and the computing device is connected with a data storage device, and the data storage device stores the connection times of each user to each wireless network, and the connection times of each user to each tag weight of preference. The method includes: determining the spatial similarity of pairwise users according to the number of connections of each user to each wireless network; determining the attribute similarity of pairwise users according to the preference weight of each user for each tag; determining the attribute similarity of pairwise users according to the spatial similarity degree and attribute similarity to determine the group similarity of two users; determine the group feature vector of each user according to the group similarity of two users; cluster the users according to the group feature vector of each user classes to divide users into groups. The invention also discloses corresponding computing equipment.

Description

technical field [0001] The invention relates to the technical field of data mining, in particular to a user grouping method and computing equipment. Background technique [0002] With the development of mobile Internet technology, mobile terminals have become an important medium for people to obtain information, and user operations on mobile terminals can reveal user behavior preferences. Divide user groups according to user behavior preferences, push similar information to users in the same group, or use similar users to push information to target users (collaborative filtering), and can accurately push personalized content to users. [0003] Existing user grouping methods cluster users based on their behavior characteristics (such as browsing records, order records, purchase history, etc.) and hobbies (such as games, music, reading, etc.). This method only considers the user's own characteristics, resulting in its clustering results are often only applicable to specific a...

Claims

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Application Information

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Patent Type & Authority Patents(China)
IPC IPC(8): H04W4/021H04W4/08H04W4/12H04L29/08H04L12/18
CPCH04L12/185H04L12/1859H04W4/023H04W4/08H04W4/12H04L67/52H04L67/55
Inventor 路瑶李亮陈日涵
Owner BEIJING TENGYUN TIANXIA SCI & TECH CO LTD
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