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Data analysis method and device based on knowledge graph, equipment and storage medium

A knowledge map and data analysis technology, applied in the field of storage media, equipment, data analysis methods and devices based on knowledge maps, can solve the problems of low data analysis efficiency and achieve the effects of improving analysis efficiency, reducing communication costs, and accurate analysis

Active Publication Date: 2020-05-15
CITIC AIBANK CORPORATION LIMITED
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Problems solved by technology

[0006] The purpose of the present invention is to provide a data analysis method, device, equipment, and storage medium based on knowledge graphs to solve the problem of low data analysis efficiency

Method used

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  • Data analysis method and device based on knowledge graph, equipment and storage medium
  • Data analysis method and device based on knowledge graph, equipment and storage medium
  • Data analysis method and device based on knowledge graph, equipment and storage medium

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Embodiment Construction

[0036] The present invention will be described in detail below in conjunction with the accompanying drawings and specific embodiments, and the embodiments cannot be repeated here one by one, but the embodiments of the present invention are not therefore limited to the following embodiments.

[0037] figure 1 It is a block diagram of steps used in the intelligent data analysis method of the present invention. Such as figure 1 As shown, a knowledge map-based intelligent data analysis method of the present invention includes:

[0038] S1. Sorting out the business caliber, constructing an indicator library containing business indicators related to the business caliber, wherein each business indicator has a corresponding SQL caliber;

[0039] S2. Construct a knowledge graph of business indicators, wherein the business indicator split logic in the knowledge graph is MECE complete;

[0040] S3. According to the split logic between business indicators in the knowledge graph, extrac...

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Abstract

The invention relates to a knowledge graph-based data analysis method and device, equipment, a storage medium and a data analysis method, and the method comprises the steps: S1, carding business calibers, and constructing an index library comprising business indexes related to the business calibers, wherein each business index has a corresponding SQL caliber; S2, constructing a knowledge graph ofthe business indexes, wherein the business index splitting logic in the knowledge graph is that MECE is complete; S3, according to the splitting logic between the business indexes in the knowledge graph, extracting corresponding SQL calibers from the index library and performing assembling to form an initial interpretation model; S4, screening the initial interpretation model, and obtaining an output interpretation model for performing attribution analysis on the subordinate business indexes; S5, outputting a business index related to the output interpretation model and interpreting the changeof the business index based on the output interpretation model.

Description

technical field [0001] The present invention relates to the field of big data data analysis, in particular to a data analysis method, device, equipment, and storage medium based on knowledge graphs. Background technique [0002] At present, many intelligent data analysis systems mainly focus on the standardization of data labels. The process of analysis and prediction is based on data collected by hardware. Indeed, few intelligent data analysis systems can start from the pain points of Internet data analysts and reduce technical thresholds and communication costs. Empower the organization. Furthermore, in the process of analysis and prediction, there are mainly the following problems: [0003] 1. In the way of data communication, the analysis method based on SQL or Tableau is not intuitive, and the cost of reading and communication is high; [0004] 2. In terms of data display form, commonly used reports often have a large number of indicators for a complex business depart...

Claims

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Application Information

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IPC IPC(8): G06F16/36
CPCG06F16/367
Inventor 张翔张挚庸
Owner CITIC AIBANK CORPORATION LIMITED
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