Aircraft knowledge graph construction method and device, equipment and storage medium

A knowledge map and construction method technology, applied in the field of devices, aircraft knowledge map construction methods, equipment and storage media, can solve the problem of low construction efficiency of aircraft knowledge map, achieve the effect of improving construction efficiency and structural rationality, and strengthening connections

Active Publication Date: 2022-03-15
CALCULATION AERODYNAMICS INST CHINA AERODYNAMICS RES & DEV CENT
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  • Application Information

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Problems solved by technology

[0005] The main purpose of the present invention is to provide a method, device, equipment, and storage medium for constructing an aircra

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  • Aircraft knowledge graph construction method and device, equipment and storage medium
  • Aircraft knowledge graph construction method and device, equipment and storage medium
  • Aircraft knowledge graph construction method and device, equipment and storage medium

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[0052] It is to be understood that the specific embodiments described herein are intended to explain the present invention and is not intended to limit the invention.

[0053] Refer figure 1 , figure 1 A schematic structural diagram of the buffer knowledge map structure according to an embodiment of the present invention.

[0054] The device can be a mobile phone, smart phone, laptop, digital broadcast receiver, personal digital assistant (PDA), tablet (PAD), etc. User Equipment (UE), handheld device, in-vehicle equipment, wearable device, calculation Equipment or other processing devices connected to wireless modems, mobile station (Mobile Station, MS), and the like. The device may be referred to as a user terminal, a portable terminal, a desktop terminal, and the like.

[0055] Typically, the apparatus includes: at least one processor 301, a memory 302, and aircraft knowledge map construction program stored on the memory and can run on the processor, the aircraft knowledge map c...

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Abstract

The invention discloses an aircraft knowledge graph construction method, device and equipment and a storage medium, and the method comprises the steps: obtaining the structural data, semi-structural data and non-structural data of an aircraft, and determining a mode layer of an aircraft knowledge graph; structured data, semi-structured data and non-structured data of an aircraft are extracted by means of field extraction, rule template extraction and feedback long-short term memory neural network and conditional random field model extraction, so that knowledge triples of different data types are obtained, and then the aircraft knowledge graph is constructed. According to the method, an improved feedback long-short-term memory neural network and conditional random field model extraction mode is adopted in the process of extracting the unstructured data of the aircraft, so that the problem that a traditional long-short-term memory neural network is poor in recognition effect when the context relevance is low is solved; the relation between different entities of the aircraft knowledge graph is enhanced, and the construction efficiency and the structural rationality of the aircraft knowledge graph are improved.

Description

technical field [0001] The present invention relates to the technical field of knowledge graphs, in particular to a method, device, equipment and storage medium for constructing aircraft knowledge graphs. Background technique [0002] Among the many ways of knowledge management integration and representation, the emerging knowledge structured representation method - knowledge graph, is playing an increasingly important role in the analysis and processing of large-scale data and information mining. Knowledge graph is a structured semantic knowledge base, which is used to describe concepts and their interrelationships in the physical world in symbolic form. It is the basic technology for intelligent services such as semantic search, intelligent question answering, and personalized recommendation, and can effectively integrate isolated information. , understand natural semantics and mine new knowledge. [0003] In the aircraft knowledge graph, different fields with a large gap...

Claims

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Application Information

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IPC IPC(8): G06N5/02G06N3/04
CPCG06N5/027G06N5/025G06N5/022G06N3/044
Inventor 董康生胡伟波沈雁鸣何磊徐明兴张若冰
Owner CALCULATION AERODYNAMICS INST CHINA AERODYNAMICS RES & DEV CENT
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