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A Construction Method of Power Customer Value Evaluation Model

A technology of customer value and evaluation model, applied in the field of power system, can solve the problem of inaccurately distinguishing the difference of customer classification

Active Publication Date: 2021-04-02
UNIV OF SCI & TECH BEIJING
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  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

[0003] The technical problem to be solved by the present invention is to provide a method for constructing an electric power customer value evaluation model, so as to solve the problem existing in the prior art that it is impossible to accurately distinguish the difference between customer grades

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  • A Construction Method of Power Customer Value Evaluation Model
  • A Construction Method of Power Customer Value Evaluation Model
  • A Construction Method of Power Customer Value Evaluation Model

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Experimental program
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Embodiment 1

[0055] see figure 1 As shown, the construction method of the power customer value evaluation model provided by the embodiment of the present invention includes:

[0056] S101, determining the index system for evaluating the current value of the customer and the potential value of the customer;

[0057] S102. Obtain customer data according to the determined index system for evaluating the current value of the customer and the potential value of the customer;

[0058] S103. According to the obtained customer data, classify and label the current value and potential value of the customer, and obtain a sample set for building a decision tree prediction model for the current value of the user and a sample set for building a decision tree prediction model for the user's potential value;

[0059] S104. Construct a user's current value decision tree prediction model according to the obtained sample set for constructing the user's current value decision tree prediction model, and const...

Embodiment 2

[0101] see Figure 5 As shown, the construction method of the power customer value evaluation model provided by the embodiment of the present invention includes:

[0102] S101, determining the index system for evaluating the current value of the customer and the potential value of the customer;

[0103] S102. Obtain customer data according to the determined index system for evaluating the current value of the customer and the potential value of the customer;

[0104] S103. According to the obtained customer data, classify and label the current value and potential value of the customer, and obtain a sample set for building a decision tree prediction model for the current value of the user and a sample set for building a decision tree prediction model for the user's potential value;

[0105] S104. Construct a user's current value decision tree prediction model according to the obtained sample set for constructing the user's current value decision tree prediction model, and cons...

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Abstract

The invention provides a method for constructing a value evaluation model of a power customer, thereby improving differences of grading division of customers. The method comprises: determining an index system for evaluating a current value of a customer and a potential value of the customer; according to the index system for evaluating a current value of a customer and a potential value of the customer, obtaining customer data; according to the obtained customer data, carrying out grading marking on the current value and the potential value of the customer to obtain a sample set for constructing a current value decision-making tree prediction model of a user and a sample set for constructing a potential value decision-making tree prediction model of a user; and according to the obtained sample set for constructing a current value decision-making tree prediction model of a user, constructing a current value decision-making tree prediction model of a user, and according to the sample set for constructing a potential value decision-making tree prediction model of a user, constructing a potential value decision-making tree prediction model of a user. The method is suitable for the technical field of the power system.

Description

technical field [0001] The invention relates to the technical field of power systems, in particular to a method for constructing a power customer value evaluation model. Background technique [0002] In recent years, power customer value evaluation is the basis for power supply enterprises to implement differentiated services and maximize benefits. As the technology and industry experience based on big data mining are gradually absorbed and utilized by power supply companies, power supply companies have deeply applied the existing marketing systems, based on the huge customer behavior data of the system, and through data mining methods and other methods. Carry out value assessment, the data mining methods include neural network, support vector machine, hierarchical clustering, principal component analysis and so on. The method of data mining has high accuracy in classifying customer value, but it cannot accurately distinguish the differences in customer classification. Co...

Claims

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Application Information

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Patent Type & Authority Patents(China)
IPC IPC(8): G06Q10/04G06Q50/06
CPCG06Q10/04G06Q50/06
Inventor 付薇薇黄彪谢永红张德政刘靓钰
Owner UNIV OF SCI & TECH BEIJING