Modeling method and system for data analysis model

A technology of data analysis and modeling methods, applied in the field of data analysis and modeling, it can solve problems such as large differences, technical fragmentation, and low efficiency, and achieve the effect of improving efficiency and effectiveness and reducing modeling workload.

Pending Publication Date: 2021-04-09
国网新疆电力有限公司信息通信公司
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  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

[0003] However, this method will result in serious technology fragmentation, heavy modeling workload, slow speed, and low efficiency due to the large

Method used

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  • Modeling method and system for data analysis model
  • Modeling method and system for data analysis model
  • Modeling method and system for data analysis model

Examples

Experimental program
Comparison scheme
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Example Embodiment

[0028]Example 1

[0029]Seefigure 1 ,figure 1 The modeling method of a data analysis model is provided for the embodiment of the present invention, as follows:

[0030]Step S100, obtain the service requirements and data sets set on the user interface;

[0031]Specifically, the user interface can be a data analysis modeling platform interface, and the data set can be data for creating timing prediction models in the input box of the user interface on the user interface.

[0032]In some embodiments, the data analysis modeling platform can include a data storage layer, a data report layer, a data analytical layer, a data display layer; a data storage design to a database, and a database language, data basic structure and data type pass SQL query. Language, you can use the basic structure and read of the INDATE modification, Update modification, delete deletion, INSERT. Data analysis layer can be integrated by SAS, EM mining module platform, such as discrete selection model, sampling problem, ortho...

Example Embodiment

[0039]Example 2

[0040]Seefigure 2 ,figure 2 A detailed step of the modeling method of a data analysis model provided by the embodiment of the present invention, as follows:

[0041]Step S200, the user interface is used to provide a data set for the user to create a timing prediction model for business requirements and monitor;

[0042]Step S210, when the selection operation is to drag the at least one function icon to the modeling aggregation analysis area on the data analysis modeling platform, each function icon in the modeling aggregation analysis area is connected to obtain the modeling. flow chart;

[0043]Step S220, upload the data of the service needs to the IPFS cloud storage system, and then encrypt the data and Hash, upload the Hash character to the block chain;

[0044]Step S230, the simulation data analysis is divided into multiple angles, including simulation data visualization analysis, simulation data visualization analysis of information system angles, simulation data visualizati...

Example Embodiment

[0058]Example 3

[0059]Seeimage 3,image 3A modeling system module of a data analysis model provided by the embodiment of the present invention, as follows:

[0060]Get module 10 for obtaining the service requirements and data sets set on the user interface;

[0061]The module 20 is determined to determine the corresponding timing prediction scenario according to the data characteristics of the data set, determine the target of the simulation data analysis according to business requirements;

[0062]The analysis module 30 is configured to determine the modeling strategy by data characteristics and corresponding timing predictions, selecting at least one analysis angle to the target, analyzing the target by different angles;

[0063]Build module 40 for data analysis computational model constructs based on modeling strategies and target analysis results.

[0064]Also includes a memory, a processor, and a communication interface that electrically connect directly or indirectly between each other to achi...

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Abstract

The invention provides a modeling method and system for a data analysis model, and relates to the field of data analysis modeling. The modeling method for the data analysis model comprises the following steps: obtaining a service demand and a data set set set by a user on a user interface; determining a corresponding time sequence prediction scene according to data characteristics of the data set, and determining a simulation data analysis target according to service requirements; determining a modeling strategy through the data characteristics and the corresponding time sequence prediction scene, selecting at least one analysis angle for the target, and analyzing the target through different angles; and constructing a data analysis and calculation model according to the modeling strategy and the target analysis result. Data visualization analysis modeling can be achieved, models generated by modeling are managed in a unified mode, the modeling workload is reduced, and the modeling efficiency and effectiveness are improved. In addition, the invention further provides the modeling system for the data analysis model. The modeling system comprises an acquisition module, a determination module, an analysis module and a construction module.

Description

technical field [0001] The present invention relates to the field of data analysis and modeling, in particular to a modeling method and system for a data analysis model. Background technique [0002] Data analysis and modeling is the basis of data mining applications. At present, data analysis and modeling requires researchers or business personnel to investigate customer pain points, product personnel to design solutions, and modelers to use their familiar modeling tools for data preprocessing, feature engineering, After the steps of modeling tuning, model selection and verification, the model is finally generated for users to use. [0003] However, this method will result in serious technology fragmentation, heavy modeling workload, slow speed, and low efficiency due to the large differences in the background knowledge and business skills of researchers, business personnel, product personnel, modelers, and model users. question. Therefore, how to conduct data analysis an...

Claims

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Application Information

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IPC IPC(8): G06Q10/06G06N3/08G06N3/04
CPCG06Q10/067G06N3/08G06N3/044G06N3/045
Inventor 刘杰王鑫胡红艳李光祖任丹马尧董晓梅艾科热木·艾则孜肖晗侯建明魏耀华
Owner 国网新疆电力有限公司信息通信公司
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