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Optimizing method and system of mobile service resources of operator

A mobile service and operator technology, applied in the field of communications, can solve the problems of system load imbalance, deployment, and inability to meet user needs, and achieve the effect of optimizing deployment, improving generation efficiency, and meeting user needs.

Active Publication Date: 2014-12-17
CHINA TELECOM CORP LTD
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  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

However, this method lags behind the deployment of mobile service resources, which may lead to the inability to optimize the deployment of mobile service resources, for example, it cannot meet user needs, or unreasonable resource deployment leads to unbalanced system load

Method used

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  • Optimizing method and system of mobile service resources of operator
  • Optimizing method and system of mobile service resources of operator
  • Optimizing method and system of mobile service resources of operator

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Embodiment Construction

[0030] The following will clearly and completely describe the technical solutions in the embodiments of the present invention with reference to the accompanying drawings in the embodiments of the present invention. Obviously, the described embodiments are only some, not all, embodiments of the present invention. It should be noted that the relative arrangement of components and steps set forth in these embodiments does not limit the scope of the invention unless specifically stated otherwise.

[0031] The following description of at least one exemplary embodiment is merely illustrative in nature and in no way taken as limiting the invention, its application or uses. 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.

[0032] Techniques, methods and devices known to those of ordinary skill in the relevant art may not be discu...

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Abstract

The invention discloses an optimizing method and system of mobile service resources of an operator. The method comprises the steps that historical dialing data of a client of the operator are counted, wherein the dialing data are continuous variables; the continuous variables are converted into discrete characteristic variables through chi-square analysis; whether the client opens the mobile service or not is used as a classified variable of the two value, and a C4.5 decision-making tree model between the characteristic variables and the classified variable is established, wherein in the decision-making tree model, the information gain ratio corresponding to each kind of cutting is calculated and the cutting threshold with the maximum information gain ratio is selected as the optimal cutting threshold of the attribute; according to the decision-making tree model, values of the classified variable are calculated so as to obtain the prediction result of whether the client opens the mobile service or not; according to the prediction result, optimizing processing operation is conducted on the mobile service resources of the operator according to the prediction result. Through the technical scheme, the requirements for the mobile service of the client can be obtained efficiently according to dialing behaviors of the current client so as to realize optimized deployment of the mobile service resources of the operator.

Description

technical field [0001] The invention relates to the communication field, in particular to a method and system for optimizing mobile service resources of an operator. Background technique [0002] In recent years, mobile communication technology has developed rapidly. Operators of mobile services deploy service server equipment according to user requirements to provide service. [0003] The services provided by the operator are diversified, and the operator usually knows the demand of the existing customer only when the customer purchases a new mobile number or signs a new mobile service. However, this method lags behind the deployment of mobile service resources, which may lead to failure to perform more optimal deployment of mobile service resources, for example, failure to meet user needs, or unreasonable resource deployment leading to unbalanced system load. Contents of the invention [0004] According to an aspect of the embodiments of the present invention, a techni...

Claims

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Application Information

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Patent Type & Authority Applications(China)
IPC IPC(8): G06F19/00
Inventor 曾庆怀苏淮朱国华张忠润崔毅杨周京刘奕红姚健吴一宁方捷张永卢美娴王晓华肖凤娜邬广林廖刘芳马刚均程晓歌谈新雁黄李强王玫夏惠君
Owner CHINA TELECOM CORP LTD
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