Method and system for optimizing operator's mobile service resources

A mobile service and operator technology, applied in the field of communication, can solve problems such as system load imbalance, deployment, and unreasonable resource deployment, and achieve the effects of improving generation efficiency, meeting user needs, and optimizing deployment

Active Publication Date: 2018-05-25
CHINA TELECOM CORP LTD
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  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

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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

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  • Method and system for optimizing operator's mobile service resources
  • Method and system for optimizing operator's mobile service resources
  • Method and system for optimizing operator's mobile service resources

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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 a method and a system for optimizing mobile service resources of an operator. The method includes: counting the historical dialing data of the operator's customers, and the dialing data is a continuous variable; converting the continuous variable into a discrete characteristic variable through chi-square analysis; taking whether the customer has opened a mobile service as a binary classification variable, establishing the characteristic variable and classification Variable C4.5 decision tree model, wherein, in the decision tree model, calculate the information gain rate corresponding to each segmentation, and select the segmentation threshold with the largest information gain rate as the optimal segmentation threshold for this attribute; according to the decision The tree model calculates the value of the classification variable to obtain the prediction result of whether the customer subscribes to the mobile service; optimizes the mobile service resources of the operator according to the prediction result. Through the technical solution provided by the invention, the customer's demand for mobile service can be efficiently obtained from the current customer's dialing behavior, so as to realize the optimized deployment of the operator's mobile service resources.

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 Patents(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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