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Intelligent chart generation method and device, computer system and readable storage medium

A graph and intelligent technology, applied in the field of big data, can solve problems such as high labor costs, insufficient accuracy, and low efficiency, and achieve the effect of improving predictability and reference

Pending Publication Date: 2021-04-02
深圳赛安特技术服务有限公司
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  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

[0004] The purpose of the present invention is to provide a method, device, computer system and readable storage medium for generating an intelligent chart, which is used to solve the problem that the BI chart in the prior art only realizes data display, and lacks independent realization of future data trends based on historical data. , leading to the problem that the accuracy rate of the subsequent strategy based on historical data is not high enough, and the follow-up analysis has high labor costs and low efficiency

Method used

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  • Intelligent chart generation method and device, computer system and readable storage medium
  • Intelligent chart generation method and device, computer system and readable storage medium
  • Intelligent chart generation method and device, computer system and readable storage medium

Examples

Experimental program
Comparison scheme
Effect test

Embodiment 1

[0058] see figure 1 , a method for generating an intelligent chart in this embodiment is applied to the server side, and this solution is applied to a BI chart analysis scenario, refer to figure 1 , including the following steps:

[0059] S100: Receive a user request sent by the client, and generate a target object based on the user request;

[0060] In the above embodiments, the target object is the data dimension that the user needs to analyze, including but not limited to sales, pricing, profit, space, time, etc., as an example, if the target object is time, it is the measurement of future time If the target object is space, it is the forecast of other areas; if the target object of the dimension is sales, pricing, profit, it is the forecast of each dimension of the product. At the same time, the user request contains the preset analysis data Period, such as annual sales or quarterly sales. It should be noted that the target object can be one or multiple. , the target da...

Embodiment 2

[0106] Please refer to 7, an intelligent chart generating device 5 of this embodiment, including:

[0107] The receiving module 51 is configured to receive a user request sent by the client, and generate a target object based on the user request;

[0108] The target object is the data dimension that the user needs to analyze, including but not limited to sales, pricing, profit, space, time, etc. As an example, the target object can be one or multiple. When the target object is If there are multiple, the subsequent model building unit builds multiple prediction models, and the target data includes the prediction results corresponding to each target object.

[0109] A matching module 52, configured to obtain first processed data based on the target object matching historical data corresponding to the target object in the database;

[0110] A prediction module 53, configured to establish a prediction model according to the data type corresponding to the target object, use the pr...

Embodiment 3

[0121] In order to achieve the above object, the present invention also provides a computer system, the computer system includes a plurality of computer equipment 6, the components of the generation device 5 of the smart graph in embodiment 2 can be dispersed in different computer equipment, and the computer equipment can be Smartphones, tablet computers, laptops, desktop computers, rack servers, blade servers, tower servers, or rack servers (including independent servers, or server clusters composed of multiple servers) that execute programs, etc. The computer equipment in this embodiment at least includes but is not limited to: a memory 61, a processor 62, a network interface 63, and an intelligent chart generation device 5 that can be connected to each other through a system bus, such as Figure 8 shown. It should be pointed out that, Figure 8 Only a computer device is shown with the components - but it should be understood that implementing all of the illustrated compone...

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Abstract

The invention discloses an intelligent chart generation method and device, a computer system and a readable storage medium, which relate to the technical field of big data. The method comprises the steps of receiving a user request sent by a user side, and generating a target object based on the user request, matching historical data corresponding to the target object in a database based on the target object to obtain first processing data, establishing a prediction model according to the data type of the first processing data, and predicting the target object by adopting the prediction modelto obtain target data associated with the target object, and obtaining a preset template based on the user request, generating a target chart according to the target data, the first processing data and the preset template, and sending the target chart to a user side, thereby solving the problems that in the prior art, a BI chart lacks of autonomously realizing prediction of future data trend basedon historical data, and the manual analysis cost is high, and the efficiency is low.

Description

technical field [0001] The present invention relates to the field of big data technology, in particular to a method, device, computer system and readable storage medium for generating an intelligent graph. Background technique [0002] Business Intelligence (Business Intelligence), also known as business intelligence or business intelligence, refers to the use of modern data warehouse technology, online analysis and processing technology, data mining and data display technology for data analysis to achieve business value, when specific strategies and strategies for specific applications For decision-making, business intelligence starts with data preparation, establishes or virtualizes an integrated data environment, and uses decision-making analysis tools on the integrated data environment to provide support for strategy formulation and decision-making through data analysis, knowledge discovery, and other processes. Charts are an important part of BI visual analysis, and cha...

Claims

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Application Information

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IPC IPC(8): G06F40/18G06F40/183G06F9/451
CPCG06F40/18G06F40/183G06F9/451
Inventor 高飞鹤
Owner 深圳赛安特技术服务有限公司
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