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Multi-modal knowledge graph construction and retrieval system and method

A technology of knowledge graph and retrieval system, applied in the field of multimodal knowledge graph construction and retrieval system, can solve problems such as low efficiency and low real-time performance, achieve high-precision fitting, improve real-time performance and efficiency, and high-efficiency knowledge graph build effect

Pending Publication Date: 2022-07-12
北京德信电通科技有限公司
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AI Technical Summary

Problems solved by technology

[0004] The technical problem to be solved by the present invention is the technical problem of low efficiency and low real-time performance existing in the prior art

Method used

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  • Multi-modal knowledge graph construction and retrieval system and method
  • Multi-modal knowledge graph construction and retrieval system and method

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Embodiment 1

[0058] This embodiment provides a multimodal knowledge graph construction and retrieval system, such as figure 1 , the multimodal knowledge graph construction and retrieval system includes a cascaded knowledge data acquisition and processing unit, a knowledge graph construction management unit and a knowledge graph application service unit;

[0059] The knowledge data collection and processing unit is used to collect and transmit data, including a multimodal data collection unit;

[0060] The knowledge graph construction management unit is used for the construction and update management of the knowledge graph; the construction of the knowledge graph includes constructing the ontology according to the business needs, completing the knowledge fusion according to the data content and ontology structure, associating the labeled data with the ontology, and completing the knowledge graph model. the construction of;

[0061] The knowledge graph application service unit includes a kn...

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Abstract

The invention relates to a multi-modal knowledge graph construction and retrieval system, which solves the technical problems of low efficiency and low real-time performance, and comprises a knowledge data acquisition and processing unit, a knowledge graph construction management unit and a knowledge graph application service unit which are cascaded, the knowledge data acquisition and processing unit is used for acquiring and transmitting data and comprises a multi-modal data acquisition unit; the knowledge graph construction management unit is used for construction and update management of a knowledge graph; the construction of the knowledge graph comprises the steps of constructing an ontology according to business requirements, completing knowledge fusion according to data contents and an ontology structure, associating labeled data with the ontology, and completing the construction of a knowledge graph model; the knowledge graph application service unit comprises a knowledge retrieval unit, a knowledge association and recommendation unit and a knowledge question and answer unit, the problem is well solved, and the method can be used for multi-modal knowledge graph construction and retrieval.

Description

technical field [0001] The invention relates to the field of knowledge graphs, in particular to a multimodal knowledge graph construction and retrieval system and method. Background technique [0002] Knowledge Graph (Knowledge Graph), known as knowledge domain visualization or knowledge domain mapping map, is a series of various graphs showing the development process and structural relationship of knowledge. , map and display knowledge and the interconnections between them. Knowledge graph is a combination of theories and methods of applied mathematics, graphics, information visualization technology, information science and other disciplines with quantitative citation analysis, co-occurrence analysis and other methods, and uses a visual graph to visualize the core structure of the discipline, Develop modern theories of history, frontier areas, and overall knowledge structures for the purpose of multidisciplinary integration. Knowledge graph, which can provide practical an...

Claims

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Application Information

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IPC IPC(8): G06F16/31G06F16/332G06F16/36
CPCG06F16/31G06F16/3329G06F16/367Y02D10/00
Inventor 刘延锋黄启东张宇徐如
Owner 北京德信电通科技有限公司
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