The integration of large language model and knowledge graph and its application in flight safety

This article introduces the advantages and disadvantages of large language model and knowledge graph. Based on the concept of mutual integration, it summarizes the research on the application of large language model in knowledge graph construction and knowledge graph supporting the application of large model. Finally, it puts forward the application idea of the integration of large language model and knowledge graph in flight safety.

Authors

Institutions

Publication Details

Published
2024-10-23
DOI
https://doi.org/10.1109/iccasit62299.2024.10827945
Primary Topic
Risk and Safety Analysis
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

The integration of large language model and knowledge graph and its application in flight safety

Chao Gao, Xiaoyuan Liu, Dongfang Zhang
Risk and Safety Analysis
article

The integration of large language model and knowledge graph and its application in flight safety

Chao Gao, Xiaoyuan Liu, Dongfang Zhang
article en

Abstract

This article introduces the advantages and disadvantages of large language model and knowledge graph. Based on the concept of mutual integration, it summarizes the research on the application of large language model in knowledge graph construction and knowledge graph supporting the application of large model. Finally, it puts forward the application idea of the integration of large language model and knowledge graph in flight safety.

Chinese Academy of Civil Aviation Science and Technology (CN)
Openalex Percentile: Top 74%
Risk and Safety Analysis
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.