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Visual service modeling and model management system based on big data platform

A big data platform and business modeling technology, applied in the field of visual business modeling and model management system, can solve problems such as difficult model maintenance, slow model loading speed, and increased development costs

Pending Publication Date: 2021-03-12
成都大数据产业技术研究院有限公司 +2
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  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

Although PMML files can be used across multiple platforms, they sacrifice many of the platform's own performance advantages. There are disadvantages such as large model files and slow model loading speeds, and web application developers need to build different model applications according to different models. , which increases the development cost, and each model service is embedded in the application, making model maintenance difficult

Method used

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Embodiment Construction

[0012] In order to make the purpose, technical solution and advantages of the present application clearer, the present application will be further described in detail below in conjunction with the accompanying drawings and specific embodiments.

[0013] In the following description, references to "one embodiment," "an embodiment," "an example," "example," etc. indicate that such described embodiment or example may include a particular feature, structure, characteristic, property, element, or limitations, but not every embodiment or example necessarily includes the specific feature, structure, characteristic, property, element or limitation. Additionally, repeated use of the phrase "according to one embodiment of the present application" does not necessarily refer to the same embodiment, although it may.

[0014] For simplicity, some technical features known to those skilled in the art are omitted from the following description.

[0015] According to an embodiment of the prese...

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PUM

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Abstract

The invention provides a visual service modeling and model management system based on a big data platform. Through visual service modeling, typical model building examples and accurate help information, a user can complete modeling work only through dragging and connecting modes without programming. After the model logic is built, the system provides views such as texts, tables, histograms, ring diagrams, broken line diagrams, ROC curve diagrams, 2D / 3D word clouds, trees and forests so as to meet the preview requirements of data of different output types at different stages in the modeling process.

Description

technical field [0001] The present invention specifically relates to the field of big data technology, in particular to a visualized business modeling and model management system based on a big data platform. Background technique [0002] Business modeling of big data platforms is a complicated process that needs to go through multiple stages such as algorithm evaluation, model training, model verification, and model tuning. Moreover, the technical threshold is high, time-consuming and labor-intensive, which restricts the government and enterprises from data analysis and mining. One of the main problems; therefore, a visual business modeling and model management system based on a big data platform is proposed to solve this problem. [0003] Big data platform business modeling is a complex process that needs to go through multiple stages such as algorithm evaluation, model training, model verification, and model tuning. The traditional modeling and model management method is...

Claims

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Application Information

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Patent Type & Authority Applications(China)
IPC IPC(8): G06F8/34G06F8/35
CPCG06F8/34G06F8/35
Inventor 吴少智陈端兵唐国海何方显郭青松温智翔
Owner 成都大数据产业技术研究院有限公司