Construction and system implementation of the flight attendant position capability evaluation model integrating intelligent algorithms: based on the example of the opening of seventh air rights

Based on the job requirements after the opening of the seventh freedom of the Air, this paper designs an assessment system for flight attendants' capabilities, establishes a model based on deep neural networks and genetic algorithms, and simultaneously constructs a preprocessing model of multimodal information and multi-dimensional evaluation indicators to achieve accurate modeling, evaluation and measurement of job capabilities. The experiment conducted an accuracy and stability analysis on the measured data.

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Publication Details

Published
2025-08-28
DOI
https://doi.org/10.1117/12.3082795
Primary Topic
Safety and Risk Management
Type
article
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article

Construction and system implementation of the flight attendant position capability evaluation model integrating intelligent algorithms: based on the example of the opening of seventh air rights

Yang Gao, Pengfei Zhang
Safety and Risk Management
article

Construction and system implementation of the flight attendant position capability evaluation model integrating intelligent algorithms: based on the example of the opening of seventh air rights

Yang Gao, Pengfei Zhang
article en

Abstract

Based on the job requirements after the opening of the seventh freedom of the Air, this paper designs an assessment system for flight attendants' capabilities, establishes a model based on deep neural networks and genetic algorithms, and simultaneously constructs a preprocessing model of multimodal information and multi-dimensional evaluation indicators to achieve accurate modeling, evaluation and measurement of job capabilities. The experiment conducted an accuracy and stability analysis on the measured data.

Sanya Central Hospital (CN)
Openalex Percentile: Top 73%
Safety and Risk Management
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