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Smart education big data dynamic analysis decision system

A decision-making system and big data technology, applied in the field of data analysis, can solve problems such as low efficiency and difficult to break the data gap

Pending Publication Date: 2022-01-21
INSPUR SOFTWARE CO LTD
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  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

[0002] At present, in the process of statistical analysis of data, each data source is independent of each other, and the data gap is difficult to break. The statistics and comparison of various business data mainly rely on manual work, which has the problem of low efficiency

Method used

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  • Smart education big data dynamic analysis decision system
  • Smart education big data dynamic analysis decision system
  • Smart education big data dynamic analysis decision system

Examples

Experimental program
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Embodiment 1

[0057] combined with figure 1 , this embodiment proposes a smart education big data dynamic analysis and decision-making system, which includes four parts: a data management module 10 , an AI modeling management module 20 , a security gateway module 30 , and a data application module 40 .

[0058] The data management module 10 first performs data source configuration, then performs data sampling and data analysis from the configured data sources, and finally performs statistics on the analyzed data. Among them, the data sources include the basic database of the preschool system, the database of the primary and secondary school student registration system, the basic database of the teacher system, the basic database of the secondary vocational system, the household registration database, the Xuexin database, the social security employment database, and the basic asset database. The sampled data specifically include:

[0059] Preschool_Institution_Basic Information Form, Prescho...

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Abstract

The invention discloses a smart education big data dynamic analysis decision system, which relates to the technical field of data analysis and comprises a data management module, an AI modeling management module, a security gateway module and a data application module. The data management module completes data source configuration, data sampling, data analysis and data statistics; the AI modeling management module completes general model configuration, data division and general model training to obtain an instance model, and verifies the availability of the instance model; the security gateway module is used for providing application registration and issuing identity tokens for third-party applications needing to call open services, and performing signature verification operation in the service calling process to realize data interaction between the AI modeling management module and the data application module; and the data application module supports a data open service and a data display service, the data open service provides a data interface for a third-party application, and the data display service performs data display. On the premise of fully mining the data value, the scientificity of the prediction result output by the model can be improved.

Description

technical field [0001] The invention relates to the technical field of data analysis, in particular to a dynamic analysis and decision-making system for smart education big data. Background technique [0002] At present, in the process of statistical analysis of data, each data source is independent of each other, and the data gap is difficult to break. The statistics and comparison of various business data mainly rely on manual labor, which has the problem of low efficiency. Contents of the invention [0003] The present invention provides a dynamic analysis and decision-making system for smart education big data aiming at the needs and deficiencies of the current technological development. [0004] A kind of smart education big data dynamic analysis and decision-making system of the present invention, the technical solution adopted to solve the above-mentioned technical problems is as follows: [0005] A dynamic analysis and decision-making system for smart education bi...

Claims

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Application Information

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Patent Type & Authority Applications(China)
IPC IPC(8): G06Q10/04G06Q50/20G06F16/2458G06N20/00
CPCG06Q10/04G06Q50/205G06F16/2462G06N20/00
Inventor 王宗超左立峰丁德智
Owner INSPUR SOFTWARE CO LTD
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