Off-grid prediction method and device

A prediction method and technology of prediction device, applied in the field of communication, can solve problems such as low accuracy, and achieve the effect of improving accuracy

Inactive Publication Date: 2020-10-02
CHINA UNITED NETWORK COMM GRP CO LTD
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Problems solved by technology

[0005] This application provides an off-grid prediction method and device, which s

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  • Off-grid prediction method and device

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Embodiment Construction

[0027] The technical solutions in the embodiments of the present application will be clearly and completely described below in conjunction with the drawings in the embodiments of the present application. Obviously, the described embodiments are only a part of the embodiments of the present invention, rather than all the embodiments. Based on the embodiments of the present invention, all other embodiments obtained by those of ordinary skill in the art without creative work shall fall within the protection scope of the present invention.

[0028] It should be noted that in the embodiments of the present application, words such as "exemplary" or "for example" are used as examples, illustrations, or illustrations. Any embodiment or design solution described as "exemplary" or "for example" in the embodiments of the present application should not be construed as being more preferable or advantageous than other embodiments or design solutions. To be precise, words such as "exemplary" or...

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Abstract

The embodiment of the invention provides an off-network prediction method and device, relates to the technical field of communication, and solves the technical problem that an existing off-network prediction method is relatively low in accuracy. The method comprises the following steps that: an off-network prediction device firstly acquires service information of a terminal at a first moment, andthen predicts off-network information of the terminal according to the service information of the terminal and a pre-constructed decision tree; wherein the service information comprises: service information, wherein the first duration is between the opening moment of the service and the first moment; wherein the second duration is between the termination moment of the service and the first moment,whether the service comprises at least one of an internet protocol television (IPTV) service, the fault frequency of the service in a first preset time period, the total flow of the service in a second preset time period, a third duration in which the transmission flow of the service meets a preset flow threshold, the bandwidth of the service, the regional type of the service or the flow type ofthe service; wherein the off-network information is used for indicating whether the terminal is off-network at the termination moment of the service.

Description

Technical field [0001] The present invention relates to the field of communication technology, in particular to an off-grid prediction method and device. Background technique [0002] Currently, users can choose different telecom operators according to their own needs. When users' needs change, they may leave the current operator. This phenomenon is called off-network. Under this circumstance, in order to improve their competitiveness and strive for more user resources, telecom operators need to predict whether users will leave the network, and implement retention strategies before users leave the network. [0003] The existing off-grid prediction method mainly calculates the activity value of the terminal in a certain period of time, and when it is determined that the activity value shows a downward trend, it is determined that the user corresponding to the terminal is the user to be off-network. For example, if the monthly fee of the terminal decreases or the call duration decr...

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Application Information

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IPC IPC(8): H04L12/24H04L12/26
CPCH04L41/0636H04L41/147H04L43/08H04L43/10
Inventor 刘千仞薛淼任梦璇任杰马少武武成洁
Owner CHINA UNITED NETWORK COMM GRP CO LTD
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