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A data real-time interactive mining flow modeling analysis system

An analysis system and interactive technology, applied in the field of data real-time interactive mining flow modeling analysis system, can solve the problem of reducing the real-time response of data analysis and modeling, loss of flexibility, and difficult real-time data and configuration in the configuration modeling stage Interaction and other issues

Active Publication Date: 2021-11-16
北京三维天地科技股份有限公司
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  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

[0005] The data mining platform in the data mining industry is basically functionally componentized according to the mining logic, and the corresponding modeling logic is completed through the interactive interface configuration. However, the flexibility is lost in implementing the modeling analysis logic. At the same time, the interactive interface only Configuration parameter interaction, due to the processing of large batches of data, it is difficult to perform real-time interaction between data and configuration in the configuration modeling stage, which reduces the real-time response of data analysis and modeling

Method used

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  • A data real-time interactive mining flow modeling analysis system
  • A data real-time interactive mining flow modeling analysis system
  • A data real-time interactive mining flow modeling analysis system

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Experimental program
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Embodiment 1

[0075] An embodiment of the present invention provides a data real-time interactive mining flow modeling analysis system, such as figure 1 shown, including:

[0076] The processing analysis module is composed of a plurality of functional modules, and each functional module is used to complete a corresponding analysis and processing function, wherein the functional modules are obtained by dividing the functional components based on the functions corresponding to the mining processing job objects;

[0077] The interactive interface is used to connect the interactive interaction between the user and the processing analysis module to obtain the mining process;

[0078] The mining process machine is used to analyze the mining process to obtain mining logic, construct calculation and analysis logic based on the mining logic, and deploy and execute the calculation and analysis logic to complete the modeling.

[0079] In this embodiment, the mining process is obtained through the com...

Embodiment 2

[0085] Based on Embodiment 1, the embodiment of the present invention provides a data real-time interactive mining stream modeling and analysis system, which also includes: a function acquisition module, used to acquire the function corresponding to the mining processing job object, including:

[0086] A compiling unit, configured to obtain user-defined operation configuration information, construct a mining model configuration file based on the operation configuration information, and compile the mining model configuration file into a corresponding mining processing job object;

[0087] The obtaining unit is configured to send the mining processing job object to a distributed cluster computing resource for analysis, and obtain a function corresponding to the mining processing job object.

[0088] In this embodiment, the operation configuration information includes identifier, address, status, name and so on.

[0089] In this embodiment, the mining processing job object is an ...

Embodiment 3

[0093] Based on Embodiment 1, the embodiment of the present invention provides a data real-time interactive mining flow modeling and analysis system, which further includes: a division module, which is used to divide the functional components based on the functions corresponding to the mining processing job objects Get multiple functional modules, including:

[0094] An analysis unit, configured to analyze the function corresponding to the mining processing job object, and obtain the deployment information corresponding to the function;

[0095] The receiving unit is configured to receive the data transmitted by the upstream functional component based on the input port of the current functional component, and receive the component configuration parameters defined by the user for the current functional component; and based on the data transmitted by the upstream functional component, combine the said component configuration parameters to determine the interface information of s...

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Abstract

The present invention provides a data real-time interactive mining stream modeling analysis system, including: composed of a plurality of functional modules, each functional module is used to complete the corresponding analysis and processing function, wherein, the functional modules are based on mining processing operations The function corresponding to the object is obtained by dividing the functional components; the interactive interface is used for docking the interactive interaction between the user and the processing analysis module to obtain the mining process; the mining process machine is used for the mining The process is analyzed to obtain the mining logic, and the calculation and analysis logic is constructed based on the mining logic, and the calculation and analysis logic is deployed and executed to complete the modeling; on the premise of ensuring the timeliness of the analysis and processing, the real-time interaction of the analysis and processing is guaranteed flexibility and analytical flexibility.

Description

technical field [0001] The invention relates to the field of data mining processing and intelligent analysis modeling, in particular to a data real-time interactive mining flow modeling analysis system. Background technique [0002] In recent years, data mining technology has attracted great attention from the information industry. There is a great demand and an urgent need to convert these data into useful information and knowledge, which are widely used in various industries of national economic development. [0003] The characteristic of data mining is that it needs to extract useful information from a large amount of data. First, in the face of large amounts of data, processing technology needs to rely on big data related big data storage, distributed computing and other technologies to realize data analysis and mining. Second, big data The characteristic is that the data value density is low, and an effective way is needed to mine useful information. Then this effectiv...

Claims

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Application Information

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IPC IPC(8): G06F16/2455G06F16/2458
CPCG06F16/24568G06F16/2465
Inventor 金震张京日张建
Owner 北京三维天地科技股份有限公司