Method and apparatus for generating user portrait

A user and portrait technology, applied in the field of communication, can solve problems such as computing

Active Publication Date: 2019-02-12
CHINA UNITED NETWORK COMM GRP CO LTD
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  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

[0004] Embodiments of the present invention provide a method and device for generating a user portrait, which solves the problem of how to calculate the user portrait of each user

Method used

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  • Method and apparatus for generating user portrait
  • Method and apparatus for generating user portrait
  • Method and apparatus for generating user portrait

Examples

Experimental program
Comparison scheme
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Embodiment 1

[0032] Embodiments of the present invention provide a method for generating user portraits, such as Figure 4 Shown include:

[0033] S101. Obtain network traffic monitoring system data and AAA data; wherein, the network traffic monitoring system data includes the protocol (full name in English: Internet Protocol, abbreviated: IP) between source networks, destination IP, source port, destination port and word At least one of the number of sections, the AAA data includes at least one of user ID, public network IP, private network IP, start port and end port.

[0034]It should be noted that, in order to analyze user portraits more accurately, the more network traffic monitoring system data and AAA data obtained, the more accurate the user portraits can be analyzed; however, for some scenarios that do not require high precision of user portraits, Although the obtained user portrait is not very accurate, it can greatly reduce the number of calculations and ensure the user experie...

Embodiment 2

[0077] Embodiments of the present invention provide a device 10 for generating user portraits, such as Figure 5 Shown include:

[0078] The acquisition unit 101 is used to acquire network traffic monitoring system data and AAA data; wherein, the network traffic monitoring system data includes at least one of source IP, destination IP, source port, destination port and byte count, and the AAA data includes user ID , public network IP, private network IP, start port and end port at least one item.

[0079] The processing unit 102 is configured to determine, according to the network traffic monitoring system data and the AAA data acquired by the acquiring unit 101 , the intermediate data of the downlink traffic of the user with the specified user ID.

[0080] The processing unit 102 is further configured to determine the profile parameters of the specified user ID according to the intermediate data of the user's downlink traffic; wherein, the profile parameters include network ...

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Abstract

The embodiment of the invention provides a method and apparatus for generating a user portrait, and relates to the technical field of communication. The problem of how to calculate the user portrait of each user is solved. The method comprises the following steps: obtaining network traffic monitoring system data and AAA data; determining user downstream traffic intermediate data of a specified user ID according to the network traffic monitoring system data and the AAA data; determining portrait parameters of the specified user ID according to the user downstream traffic intermediate data, wherein the portrait parameters comprise at least one of a network duration D, network frequency F, a traffic ratio Pe of a source port, the traffic ratio Cf of an Internet company and a service traffic ratio Sg; and generating the user portrait of the specified user ID according to the portrait parameters.

Description

technical field [0001] The present invention relates to the field of communication technology, and in particular to a method and device for generating a user portrait. Background technique [0002] In recent years, operators have become more and more competitive with fixed-line broadband users. While engaging in price wars, they are also competing in terms of network and service quality, such as increasing contracted bandwidth for free. [0003] User portraits are the basic information and behavior data collected by enterprises to label users, so as to obtain users' behavioral characteristics, consumption habits, etc. For telecom operators, establishing a good fixed-line user profile is of great significance for maintaining existing users, increasing user value, and competing for new users. Therefore, how to calculate the user profile of each user has become an urgent problem to be solved. . Contents of the invention [0004] Embodiments of the present invention provide ...

Claims

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Application Information

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Patent Type & Authority Applications(China)
IPC IPC(8): H04L12/26H04L29/06
CPCH04L43/062H04L43/065H04L43/067H04L63/0892
Inventor 刘永生王光全廖军文湘江任梦璇刘仟仞
Owner CHINA UNITED NETWORK COMM GRP CO LTD
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