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Label generation method, device, computer-readable storage medium and server

A label and spanning tree technology, applied in the field of data processing, can solve the problems of high cost of scientific and technological communication, unfamiliar data models, and inability to meet business requirements, and achieve the effect of improving data processing speed and simplifying the label calculation process.

Active Publication Date: 2022-08-02
天云软件技术有限公司
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  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

[0004] In view of this, the embodiment of the present invention provides a label generation method, device, computer-readable storage medium, and server to solve the problem that business personnel are not familiar with the data model and do not have the ability to write scripts, resulting in the inability to realize business requirements, The high cost of technological communication

Method used

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  • Label generation method, device, computer-readable storage medium and server
  • Label generation method, device, computer-readable storage medium and server
  • Label generation method, device, computer-readable storage medium and server

Examples

Experimental program
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Embodiment 1

[0047] like figure 1As shown, it is a schematic flowchart of a method for generating a label provided in Embodiment 1 of the present invention. This embodiment is applicable to the process of labeling data in systems of various industries. This method can be executed by the server. In the embodiment of the present invention, the server is used as the execution body for description, and the method specifically includes the following steps:

[0048] S110, using the labeling target model and several data models other than the labeling target model in the model library as nodes to construct a directed graph;

[0049] In the Internet age, the rapid development of online business transactions between companies in various industries, such as the financial industry, and the business processing of customers on online platforms, have resulted in huge amounts of customer data and transaction data stored in the system. In order to achieve different business requirements, data labeling ...

Embodiment 2

[0068] like figure 2 As shown, it is a schematic flowchart of a method for generating a label provided in Embodiment 2 of the present invention. On the basis of Embodiment 1, this embodiment also provides a process of tag calculation according to a preset tag definition, so as to obtain tag data.

[0069] S210, constructing a directed graph with the labeling target model and several data models other than the labeling target model in the model library as nodes;

[0070] S220, compare the data content in the labeling target model with the data content in several of the data models one by one;

[0071] S230. If the labeling target model and the data content in the data model have the same field and the same field is the primary key of at least one model in the labeling target model and the data model, then in the Add an edge to the graph connecting the labeling target model and the data model;

[0072]S240. After traversing the labeling target model and the data content in s...

Embodiment 3

[0082] image 3 It is a schematic structural diagram of a label generating apparatus provided in Embodiment 3 of the present invention. On the basis of Embodiment 1 or Embodiment 2, an embodiment of the present invention further provides a label generating device 3, which includes:

[0083] The directed graph building module 301 is used to construct a directed graph with the labeling target model and several data models other than the labeling target model in the model library as nodes;

[0084] In an implementation example, the apparatus further includes:

[0085] The data import module is used for importing the labeling target model and several data models other than the labeling target model in the model library; the labeling target model and the data model both include corresponding data content.

[0086] A comparison module 302, configured to compare the data content in the labeling target model with the data content in several of the data models one by one;

[0087] T...

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Abstract

The present application belongs to the technical field of data processing, and provides a method, device, computer-readable storage medium and server for generating a label. The method includes: a labeling target model and several labels other than the labeling target model in a model library The data model is used as a node to construct a directed graph; the data content in the labeling target model is compared with the data content in several of the data models one by one; if the labeling target model and the data in the data model are compared one by one; If the content has the same field and the same field is the primary key of at least one model, an edge connecting the labeling target model and the data model is added to the directed graph; The data structure in the directed graph is filtered to generate a dendrogram; label calculation is performed according to the data structure of the dendrogram to obtain label data. The embodiment of the present application simplifies the label calculation process and improves the label calculation efficiency.

Description

technical field [0001] The present invention relates to the technical field of data processing, and in particular, to a method, device, computer-readable storage medium and server for generating a label. Background technique [0002] In the Internet era, the rapid development of online businesses such as online business exchanges between companies in the financial industry and customer online platform business processing has resulted in a huge amount of customer data and transaction data stored in the system. In order to achieve more accurate service push, service design and customer behavior analysis for different groups, it is necessary to perform data analysis on the big data in the system. Among them, the more commonly used data analysis and processing method is data labeling, and the data is labeled according to the label design. [0003] The existing data labeling method uses SQL (Structured Query Language) to generate labels, but when this method parses the business l...

Claims

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Application Information

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Patent Type & Authority Patents(China)
IPC IPC(8): G06F16/21G06F16/22G06F16/28
CPCG06F16/212G06F16/284G06F16/2246
Inventor 文坚李奇
Owner 天云软件技术有限公司
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