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A method and storage device for data mining based on visual web pages

A technology of data mining and page data, applied in visual data mining, structured data browsing, structured data retrieval, etc., can solve the problems of high technical threshold for data mining model use and data mining model cannot be shared.

Active Publication Date: 2022-07-29
FUJIAN BOSS SOFTWARE
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  • Abstract
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  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

[0004] Therefore, it is necessary to provide a data mining method based on visual web pages to solve the problem that the data mining model cannot be shared between the development environment and the production environment, and the technical threshold for using the data mining model in the production environment is high

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  • A method and storage device for data mining based on visual web pages
  • A method and storage device for data mining based on visual web pages
  • A method and storage device for data mining based on visual web pages

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Embodiment Construction

[0047] In order to describe in detail the technical content, structural features, achieved objectives and effects of the technical solution, the following detailed description is given in conjunction with specific embodiments and accompanying drawings.

[0048] see figure 1 , in this embodiment, a method for data mining based on visualization of web pages can be applied to storage devices, which include but are not limited to: personal computers, servers, general-purpose computers, special-purpose computers, network devices, and embedded devices , programmable devices, etc. In this embodiment, the application program in the production environment is a Java application program as an example. In practical application scenarios, the applications in the production environment can be diverse. The specific implementation is as follows:

[0049] Step S101: Perform model training in a model development environment to obtain an effective model.

[0050] Step S102: Export the valid ...

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Abstract

The invention relates to the field of model establishment, in particular to a method and storage device for data mining based on a visualized web page. The method for data mining based on visual web pages includes the steps of: performing model training in a model development environment to obtain an effective model; exporting the effective model as a preset type file; Set the type file to establish the algorithm library model; publish the algorithm library model; switch to other pages in the production environment, and display the data mining model components in the first preset area of ​​the other pages; drag the target components to other pages according to the drag and drop instructions. In the second preset area, after configuring the target component, a data mining model is generated, and the data mining model is run to perform data mining. The entire operation process is directly operated on the page, and the operator does not need to write a program or participate in professional technicians, which greatly reduces the technical threshold for use and brings a better user experience.

Description

technical field [0001] The invention relates to the field of model establishment, in particular to a method and storage device for data mining based on a visualized web page. Background technique [0002] The intelligent analysis platform needs to use data mining techniques (such as association rules, neural networks, decision trees, clustering, etc.) to complete data analysis. The development environment of data mining generally uses platforms such as Python and R, and the production environment uses the Java platform. How to share the data mining model between the two platforms has become an urgent problem to be solved. [0003] Moreover, when the data mining model is applied in the production environment, it is often necessary to write program code to apply it, and the technical threshold for users is relatively high. SUMMARY OF THE INVENTION [0004] Therefore, it is necessary to provide a method for data mining based on visual web pages to solve the problems that the...

Claims

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Application Information

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Patent Type & Authority Patents(China)
IPC IPC(8): G06F16/26G06F16/958
CPCG06F16/26G06F16/958
Inventor 胡锦锋宋冬林朱轩王喜娟贾敬伍胡乐
Owner FUJIAN BOSS SOFTWARE