Research on Application of Data Mining and Analysis in Aviation Technology Management

In this study, the application and value of data mining and analysis are deeply discussed in the field of aviation technology management. Through the comprehensive application of advanced data mining technology and analysis methods, a large number of data in aviation industry are comprehensively analyzed. The research results show that data mining and analysis has a significant application effect in aviation technology management, which can effectively predict flight failures, optimize route planning and improve customer satisfaction, thus providing strong support for the safe operation and business development of airlines. This study also puts forward the technical popularization and practical guidance scheme, including strengthening personnel training, establishing data sharing mechanism and perfecting relevant laws and regulations, so as to promote the wide application of data mining and analysis technology in aviation field. Generally speaking, this study provides an important theoretical and practical basis for the application of data mining and analysis in aviation technology management, and is expected to promote the continuous innovation and development of aviation industry.

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Publication Details

Published
2024-08-14
DOI
https://doi.org/10.1109/peeec63877.2024.00153
Primary Topic
Evaluation and Optimization Models
Type
article
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0.00
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article

Research on Application of Data Mining and Analysis in Aviation Technology Management

Yihui Zhang
Evaluation and Optimization Models
article

Research on Application of Data Mining and Analysis in Aviation Technology Management

Yihui Zhang
article en

Abstract

In this study, the application and value of data mining and analysis are deeply discussed in the field of aviation technology management. Through the comprehensive application of advanced data mining technology and analysis methods, a large number of data in aviation industry are comprehensively analyzed. The research results show that data mining and analysis has a significant application effect in aviation technology management, which can effectively predict flight failures, optimize route planning and improve customer satisfaction, thus providing strong support for the safe operation and business development of airlines. This study also puts forward the technical popularization and practical guidance scheme, including strengthening personnel training, establishing data sharing mechanism and perfecting relevant laws and regulations, so as to promote the wide application of data mining and analysis technology in aviation field. Generally speaking, this study provides an important theoretical and practical basis for the application of data mining and analysis in aviation technology management, and is expected to promote the continuous innovation and development of aviation industry.

Craft Group (China) (CN)
Industry, innovation and infrastructure
Openalex Percentile: Top 68%
Evaluation and Optimization Models
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Research on Application of Data Mining and Analysis in Aviation Technology Management — Yihui Zhang · (2024) | TGRS Research Map | TGRS