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Method for dynamically identifying preferences of mobile subscribers in multidimensional way

A mobile user, dynamic identification technology, applied in the direction of using information identifiers to retrieve Web data, special data processing applications, instruments, etc.

Active Publication Date: 2016-11-02
CHONGQING UNIV OF POSTS & TELECOMM
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  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

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Problems solved by technology

[0005] The purpose of the present invention is to provide a multi-dimensional mobile user preference dynamic identification method to solve the problem that mobile user preferences dynamically change with the spatio-temporal distribution and further improve the accuracy of user preference identification

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  • Method for dynamically identifying preferences of mobile subscribers in multidimensional way
  • Method for dynamically identifying preferences of mobile subscribers in multidimensional way
  • Method for dynamically identifying preferences of mobile subscribers in multidimensional way

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Embodiment Construction

[0036] The present invention will be specifically described below in conjunction with the examples, and the specific implementation modes of the present invention will be further described in detail. The following examples are used to illustrate the present invention, but are not intended to limit the scope of the present invention.

[0037] see figure 1 , figure 2 with image 3 , the embodiment of the present invention provides a multi-dimensional mobile user preference dynamic identification method, according to the mobile user access time interval, introduces the attenuation factor, dynamically updates the mobile user preference with time, and then analyzes the spatial variation law of the mobile user preference, more accurate Identify mobile user preferences in order to provide personalized services. Step 1: Obtain mobile user access data. Each data record includes user ID, user access occurrence time, user access base station information, and URL information. Combined...

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Abstract

A method for dynamically identifying preferences of mobile subscribers in a multidimensional way solves the problem that the preferences of a mobile subscriber dynamically changes with space-time distribution rules. Mobile subscriber preference attenuation factors are introduced to dynamically update the time change of the preferences of the mobile subscriber, and the problem that the preferences of a mobile subscriber dynamically changes with time and space can be solved by combining with the space change rules of the preferences of the mobile subscriber. The preferences of a mobile subscriber can be identified more accurately to provide customized service.

Description

Technical field [0001] The invention relates to the technical field of data mining, in particular to a method for dynamically identifying multi-dimensional mobile user preferences. Background technique [0002] With the popularization of mobile Internet and smart phones, the time and traffic of users on the mobile terminal are increasing day by day. On the other hand, Internet users are huge and have diverse interests. It is costly and inefficient to provide the same service adaptation and recommendation for all users. In the existing technical solution, the user preference analysis is based on the content of the webpage. As long as the user browses the webpage during the surfing process, the system can analyze the URL record of the user's Internet access, conduct in-depth analysis and matching classification according to the URL library, and summarize the user's preferences. Preference attributes, so as to personalize and display valuable content on the website according t...

Claims

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Application Information

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Patent Type & Authority Applications(China)
IPC IPC(8): G06F17/30
CPCG06F16/9535G06F16/955
Inventor 程克非李耀辉雒江涛易燕
Owner CHONGQING UNIV OF POSTS & TELECOMM