Visual natural language analysis mining system and modeling method thereof

A technology of natural language and modeling methods, applied in the directions of natural language analysis, visual data mining, semantic tool creation, etc., which can solve the problems of inability to meet the diversified needs of customers and the single function of the natural language processing system, and achieve efficient natural language Analyzing the Effects of Mining

Active Publication Date: 2020-06-09
同方知网数字出版技术股份有限公司
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  • Application Information

AI Technical Summary

Problems solved by technology

The existing natural language processing system has a relatively single function and cannot meet the diversified needs of customers

Method used

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  • Visual natural language analysis mining system and modeling method thereof
  • Visual natural language analysis mining system and modeling method thereof

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Embodiment Construction

[0021] In order to make the object, technical solution and advantages of the present invention clearer, the present invention will be further described in detail below in conjunction with the embodiments and accompanying drawings.

[0022] This embodiment provides a visual natural language analysis and mining system, including a visual algorithm component module, a background analysis module, a storage module, a result display module and a model retraining module;

[0023] The visual algorithm component module is used to drag and drop the graphical algorithm component selected by the user to the canvas, design the data flow direction in the natural language mining analysis, and generate a descriptive language;

[0024] The background analysis module performs topology sorting and analysis according to the process description language in the process design, constructs the execution order sequence of components, and solves the problem of the direction of data flow in the task sche...

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Abstract

The invention discloses a visual natural language analysis mining system and a modeling method thereof. The system comprises a visual algorithm component module, a background analysis module, a storage module, a result display module and a model retraining module. The modeling method comprises the steps that a pre-designed graphical algorithm assembly is selected and dragged to canvas to constructa specific natural language analysis mining process, the data flow direction between algorithms in the process is determined, a process description language is generated, and a request is sent to a background analysis module; the background analysis module performs logic analysis on the process DAG, and generates a calling sequence of the components by adopting a topological sorting algorithm; executing specific mining analysis logic according to the process description language; generating a structured analysis result by using a process technology, and storing the structured analysis resultby using a storage module; checking and auditing an analysis result; and performing optimization training on the audited data through a user algorithm model.

Description

technical field [0001] The invention relates to the technical fields of text mining and computer information processing, in particular to a visualized natural language analysis and mining system and a modeling method thereof. Background technique [0002] Natural language processing has become a hot research direction in the field of artificial intelligence. The existing natural language processing system has a relatively single function and cannot meet the diversified needs of customers. The present invention satisfies the diverse needs of users by modularizing various functions required for natural language processing. Contents of the invention [0003] In order to solve the above technical problems, the object of the present invention is to provide a visual natural language analysis and mining system and its modeling method. [0004] The purpose of the present invention is achieved through the following technical solutions: [0005] A visual natural language analysis...

Claims

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Application Information

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Patent Type & Authority Applications(China)
IPC IPC(8): G06F16/25G06F16/26G06F16/36G06F40/20
CPCG06F16/367G06F16/26G06F16/254Y02D10/00
Inventor 马学冬段飞虎张文华尹青云冯自强李云鹏戴铁成张宏伟
Owner 同方知网数字出版技术股份有限公司
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