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Knowledge graph construction system and method based on graph database

A knowledge graph and construction method technology, applied in database query, structured data retrieval, special data processing applications, etc., can solve the problems of low accuracy of knowledge mining results, incomplete consideration, and lengthy process, so as to improve loading efficiency, The effect of improving accuracy and reducing difficulty

Active Publication Date: 2021-01-05
SUZHOU LANGCHAO INTELLIGENT TECH CO LTD
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AI Technical Summary

Problems solved by technology

In scenarios involving the construction of knowledge graphs, due to the need to analyze complex data and extract useful knowledge information, the process is lengthy and inefficient, and because of incomplete consideration, the accuracy of knowledge mining results is often low.

Method used

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  • Knowledge graph construction system and method based on graph database
  • Knowledge graph construction system and method based on graph database

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Embodiment Construction

[0048] The present invention will be described in further detail below in conjunction with the accompanying drawings and embodiments, so that those skilled in the art can implement it with reference to the description.

[0049] Such as figure 1 As shown, the present invention provides a method for building a knowledge map based on a graph database, including:

[0050] S1, identify the graph data type in the graph database, and load the graph data of different types into the CPU memory in batches;

[0051] S2. Identify the map data loaded into the CPU memory one by one and mark the result attribute associated fields, obtain the fields of the knowledge map, and extract the information fields;

[0052]S3. Establish an inner data dimension model according to the proportion of the information fields, and establish an outer data dimension model based on the inner data dimension model;

[0053] S4. Persist the data in the model according to the data dimension inner model and the da...

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Abstract

The invention discloses a knowledge graph construction system and method based on a graph database, and the method comprises the steps: recognizing the types of graph data in the graph database, and loading the different types of graph data into a CPU memory in batches; identifying the graph data loaded into the CPU memory one by one, marking a result attribute association field to obtain a fieldof a knowledge graph, and extracting an information field; establishing a data dimension inner-layer model for the information fields according to the proportion, and establishing a data dimension outer-layer model based on the data dimension inner-layer model; according to the data dimension inner-layer model and the data dimension outer-layer model, data in the models being subjected to persistence, and obtaining a knowledge graph database; and establishing a knowledge query Web interface, analyzing the query command, and returning to the knowledge graph database to retrieve result data. According to the invention, one-key query and millisecond response are realized, the difficulty of knowledge mining of graph data is reduced as much as possible, and the efficiency of knowledge graph construction is greatly improved.

Description

technical field [0001] The present invention relates to the technical field of knowledge map construction, and more specifically, the present invention relates to a knowledge map construction system and method based on a graph database. Background technique [0002] The knowledge map is a combination of theories and methods of applied mathematics, graphics, information visualization technology, information science and other disciplines with metrology citation analysis, co-occurrence analysis and other methods, and uses the visual map to vividly display the core structure and development of the subject. History, frontier fields, and the overall knowledge structure achieve the modern theory of multidisciplinary integration. It displays complex knowledge fields through data mining, information processing, knowledge measurement and graphic drawing, reveals the dynamic development law of knowledge fields, and provides practical and valuable references for subject research. In sc...

Claims

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Application Information

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IPC IPC(8): G06F16/36G06F16/24
CPCG06F16/367G06F16/24
Inventor 路智钦
Owner SUZHOU LANGCHAO INTELLIGENT TECH CO LTD
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