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User off-network prediction method and apparatus

A prediction method and technology of a prediction device, which are applied in the field of telecommunications, can solve problems such as complex and multiple data realization processes, and achieve the effect of small data volume and simple realization process.

Active Publication Date: 2015-08-26
CHINA UNITED NETWORK COMM GRP CO LTD
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  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

[0005] Embodiments of the present invention provide a method and device for predicting users leaving the network, so as to solve the problem in the prior art that the implementation process is complicated due to the large amount of data to be obtained

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  • User off-network prediction method and apparatus
  • User off-network prediction method and apparatus
  • User off-network prediction method and apparatus

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Embodiment Construction

[0024] The following will clearly and completely describe the technical solution in this embodiment with reference to the drawings in this embodiment. Obviously, the described embodiment is only a part of the embodiments of the present invention, but not all of them. Based on the embodiments of the present invention, all other embodiments obtained by persons of ordinary skill in the art without creative efforts fall within the protection scope of the present invention.

[0025] An embodiment of the present invention provides a prediction method for users leaving the network, such as figure 1 As shown, the method includes:

[0026] 101: According to a preset algorithm, at least one off-grid related indicator is obtained by screening from at least two attribute indicators.

[0027] Wherein, the preset algorithm may be a Z-Score analysis method, or other algorithms in the field of information theory.

[0028] The attribute index is mainly an index related to user activity, user...

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Abstract

The invention discloses a user off-network prediction method and an apparatus, relates to the telecommunication technology field and aims at solving a problem that a realization process is complex because a lot of data needs to be acquired in the prior art. The method comprises the following steps: according to a preset algorithm, screening from at least two attribute indexes so as to obtain at least one off-network correlation index; according to a value of each off-network correlation index of a user and a preset mathematics model, acquiring an off-network probability estimation; predicting the user as an off-network user if the off-network probability estimation is greater than a first preset threshold. The method and the apparatus in the invention are used in a process of predicting whether the user is off-network.

Description

technical field [0001] The invention relates to the technical field of telecommunications, in particular to a method and device for predicting user leaving the network. Background technique [0002] Users are the foundation of telecom network operations and the fundamental source of business needs and revenue. Therefore, all telecom operators are improving their services to enhance their own competitiveness and strive for more customer resources. For users, users can choose telecom operators according to their own needs, and the needs of users may continue to change, so users who originally belonged to telecom operator A will give up the services of telecom operator A and become telecom operator B. This phenomenon is the phenomenon of user switching network. For operator A, the user transfers out, that is, leaves the network. For a period of time, the ratio of the number of users leaving the network to the total number of users is the user churn rate, which directly affect...

Claims

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Application Information

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IPC IPC(8): G06Q10/04G06Q50/00
Inventor 张成强曹晓冬史文祥龙青良王雨贺晓伟王振亚从光磊
Owner CHINA UNITED NETWORK COMM GRP CO LTD