Put Theory into Practice Knowledge Graph Based Aviation Quality Reliability Knowledge System

Though with difficulties in deep mining and adequate utilization, a profusion of the accumulated basic aviation quality data contains domain knowledge involving abundant quality issues/failure feature elements and incidence relation between them, taking on the significance of conducting retrospectiv...

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Bibliographic Details
Published in2022 4th International Conference on System Reliability and Safety Engineering (SRSE) pp. 30 - 34
Main Authors Yang, Youhui, Huang, Mingsheng, Zhang, Cunwang, Yu, Majun
Format Conference Proceeding
LanguageEnglish
Published IEEE 15.12.2022
Subjects
aviation
Cognition
Industries
Knowledge based systems
knowledge graph
Knowledge graphs
quality reliability
Reliability engineering
Reliability theory
smart Q&A
Standardization
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Summary:Though with difficulties in deep mining and adequate utilization, a profusion of the accumulated basic aviation quality data contains domain knowledge involving abundant quality issues/failure feature elements and incidence relation between them, taking on the significance of conducting retrospective analysis on quality issues, making the advance decision and judgment on quality work, and improving aviation product quality level. The paper sets its sights on the application requirements of aviation quality reliability domain data, probes into the establishment and application of the knowledge graph-based aviation quality reliability domain knowledge system, and elaborates on the requirement background, purpose and significance, process methods and application practices. The knowledge prototype system furnishes paths and means for the standardization and structuring of aviation quality data, knowledge graph establishment of aviation quality, and the sharing and utilization of aviation quality knowledge.
DOI:10.1109/SRSE56746.2022.10067790