Biotechnology information knowledge graph construction device and method based on text mining

A technology of biotechnology and knowledge graph, applied in the direction of digital data information retrieval, biological neural network model, unstructured text data retrieval, etc., can solve the problem of key information extraction, classification and indexing, efficient analysis and mining of massive data and processing issues to achieve the effect of facilitating correlation analysis and processing, efficient analysis, and quality improvement

Active Publication Date: 2020-09-29
NAT COMP NETWORK & INFORMATION SECURITY MANAGEMENT CENT
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Problems solved by technology

[0003] Currently, there are various types of biological information data, and the existing natural language processing technology is still relatively backward in the field of biotechnology information. It cannot automat...

Method used

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  • Biotechnology information knowledge graph construction device and method based on text mining

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Embodiment Construction

[0014] The following is combined with the attached figure 1 The preferred embodiment of the present invention is further described, which mainly includes five modules: a data collection module, a data extraction module, a data cleaning module, a knowledge fusion module and a knowledge map maintenance module. Complete the acquisition of biotechnology information data through the data acquisition module; complete the information extraction of unstructured text information through the data extraction module; complete the data cleaning through the data cleaning module; through the knowledge fusion module, finally form a complete knowledge map of biotechnology information ; and through the knowledge map maintenance module, complete the maintenance of the biotechnology information knowledge map data, and realize the automatic and efficient analysis, mining and processing of massive information.

[0015] The data collection module described herein is used to obtain structured, semi-s...

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Abstract

The invention provides a biotechnology information knowledge graph construction device and method based on text mining. The device comprises: a data acquisition module which is used for collecting biotechnology information data from the Internet and taking the biotechnology information data as an input source of the device; a data extraction module which is used for extracting the collected biological semi-structured and non-structured information data to generate structured data; a data cleaning module which is used for carrying out preprocessing operation on the biotechnology information data to generate standard data; a knowledge fusion module which is used for carrying out knowledge integration on the extracted fragmented information units to form complete biotechnology information knowledge base data; and a knowledge graph maintenance module which is used for carrying out maintenance operation on the stored knowledge graph data.The beneficial effects of automatically and efficiently analyzing, mining and processing massive information and the like are achieved.

Description

technical field [0001] The invention relates to a device and method for constructing a biotechnology information knowledge map based on text mining, and belongs to the field of computer technology. Background technique [0002] With the rapid development of various biotechnology at home and abroad, the total amount of biological information data is also growing rapidly with the development of technology. With the exponential growth of biotechnology information data, the difficulty of manually discovering data correlations will also increase exponentially. At present, it is impossible to effectively compare and link massive data only by manpower. In order to adapt to the development of biotechnology, it is necessary to strengthen the governance of biotechnology information and build a sound regulatory system. In order to effectively achieve this goal, it is necessary to conduct in-depth mining and analysis of the collected biotechnology information to explore the hidden laws...

Claims

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Application Information

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IPC IPC(8): G06F16/36G06F16/215G06F16/25G06F16/953G06F40/295G06N3/04
CPCG06F16/367G06F16/215G06F16/254G06F16/953G06F40/295G06N3/045G06N3/044
Inventor 邢潇卓子寒谷杰铭张翀张奕欣吕欣润
Owner NAT COMP NETWORK & INFORMATION SECURITY MANAGEMENT CENT
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