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Data processing method and device, equipment and storage medium

A technology for data processing and business data, applied in the field of data processing, can solve problems such as poor business processing capabilities of business systems, difficulties in meeting business needs, and low data processing capabilities

Active Publication Date: 2021-09-14
BEIJING DAJIA INTERNET INFORMATION TECH CO LTD
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Problems solved by technology

[0002] In many business systems, the business attributes of one dimension of the business are generally processed, and the processing results obtained in this way are relatively simple. For example, in some statistical services, the statistical results of the business attributes of a single dimension are relatively simple, so in When further processing these statistical results, for example, when it needs to be displayed, it is generally displayed in the form of a bar graph, and the display method is relatively simple
[0003] With the development of big data technology, it is necessary to improve the business processing capability of the business system. However, the data processing capability of the business processing method of single-dimensional processing for business attributes in related technologies is low, and the business processing capability of the business system is poor, so it is difficult to meet business needs

Method used

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  • Data processing method and device, equipment and storage medium
  • Data processing method and device, equipment and storage medium

Examples

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example 1

[0092] The business attribute is intra-provincial tourism income, and it is necessary to calculate the degree to which the intra-provincial tourism income of Yunnan, Guangdong, Jiangsu, and Sichuan is affected by the proportion of the floating population in these four provinces, for example, y1 and y2 respectively , y3, y4 represent the intra-provincial tourism income of the four provinces of Yunnan, Guangdong, Jiangsu, and Sichuan, and x1, x2, x3, and x4 represent the proportion of the floating population in the four provinces of Yunnan, Guangdong, Jiangsu, and Sichuan The value of (that is, feature data). It can be seen that due to the business characteristic parameters including the intra-provincial tourism income and the proportion of the floating population in the province of the four provinces, that is, the value of M in the business attributes of M dimensions is 4, and the value of N in the N types of business characteristic parameters The value is 1.

[0093] It is ne...

example 2

[0101] The business attribute is the stock price, and it is necessary to calculate the degree to which the stock prices of the three dimensions of the Internet sector, the financial sector, and the energy sector are respectively affected by the average financing ratio of these three sectors. For example, y1, y2, and y3 represent the Internet sector, The stock prices of the three sectors of the financial sector and the energy sector, and x1, x2, and x3 represent the values ​​of the average financing ratios of the three sectors of the Internet sector, the financial sector, and the energy sector (that is, characteristic data). It can be seen that since the stock price and average financing ratio of the three sectors are included as a business characteristic parameter, that is, the value of M in the business attributes of M dimensions is 3, and the value of N in the N types of business characteristic parameters is 1.

[0102] It is necessary to calculate the influence degree of ea...

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Abstract

The invention relates to a data processing method and device, equipment and a storage medium, which are used for improving the data processing capability of a service system so as to improve the service processing capability of the service system. The data processing method comprises the following steps: determining a target service comprising service attributes of at least two dimensions, wherein the service attributes of the at least two dimensions belong to the same service attribute and the service attribute is associated with at least one service characteristic parameter; obtaining business data corresponding to the target business; according to the service data, determining the feature importance degree of each service feature parameter relative to the service attribute of each dimension, so that at least two sets of feature importance degrees corresponding to the service attributes of the at least two dimensions are obtained, wherein the feature importance degrees are the influence degrees of the service feature parameters on the service attribute of each dimension; and processing the at least two groups of feature importance degrees according to the service logic of the target service so as to execute the target service.

Description

technical field [0001] The present disclosure relates to the technical field of data processing, and in particular, to a data processing method, device, device, and storage medium. Background technique [0002] In many business systems, the business attributes of one dimension of the business are generally processed, and the processing results obtained in this way are relatively simple. For example, in some statistical services, the statistical results of the business attributes of a single dimension are relatively simple, so in When these statistical results are further processed, for example, when they need to be displayed, they are generally displayed in the form of a bar graph, and the display method is relatively simple. [0003] With the development of big data technology, it is necessary to improve the business processing capability of the business system. However, the data processing capability of the business processing method of single-dimensional processing for bu...

Claims

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Application Information

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Patent Type & Authority Applications(China)
IPC IPC(8): G06F16/904G06F16/90
CPCG06F16/904G06F16/90
Inventor 彭泽阳
Owner BEIJING DAJIA INTERNET INFORMATION TECH CO LTD
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