This paper introduces a recommendation system aimed at enhancing the sustainable process of risk management within airport operations, with a special focus on Occupational Stress Risks (OSRs). The recommendation system is implemented via a flexible Python code that offers seamless integration into various operational contexts. It leverages Fuzzy Cognitive Maps (FCMs) to conduct comprehensive risk assessments, subsequently generating prioritized recommendations for predefined risk management measures aimed at preventing and/or reducing the most critical OSRs. The system’s reliability has been validated by iterating the procedure with diverse input data (i.e., matrices of varying sizes) and measures. This confirms the system’s effectiveness across a broad spectrum of engineering scenarios.

Silvia Carpitella, Bruno Brentan, Antonella Certa, Joaquín Izquierdo (2023). A Recommendation System Supporting the Implementation of Sustainable Risk Management Measures in Airport Operations. ALGORITHMS, 16(11) [10.3390/a16110511].

A Recommendation System Supporting the Implementation of Sustainable Risk Management Measures in Airport Operations.

Silvia Carpitella
;
Antonella Certa;
2023-11-07

Abstract

This paper introduces a recommendation system aimed at enhancing the sustainable process of risk management within airport operations, with a special focus on Occupational Stress Risks (OSRs). The recommendation system is implemented via a flexible Python code that offers seamless integration into various operational contexts. It leverages Fuzzy Cognitive Maps (FCMs) to conduct comprehensive risk assessments, subsequently generating prioritized recommendations for predefined risk management measures aimed at preventing and/or reducing the most critical OSRs. The system’s reliability has been validated by iterating the procedure with diverse input data (i.e., matrices of varying sizes) and measures. This confirms the system’s effectiveness across a broad spectrum of engineering scenarios.
7-nov-2023
Settore ING-IND/17 - Impianti Industriali Meccanici
Silvia Carpitella, Bruno Brentan, Antonella Certa, Joaquín Izquierdo (2023). A Recommendation System Supporting the Implementation of Sustainable Risk Management Measures in Airport Operations. ALGORITHMS, 16(11) [10.3390/a16110511].
File in questo prodotto:
File Dimensione Formato  
A Recommendation System Supporting.pdf

accesso aperto

Tipologia: Versione Editoriale
Dimensione 8.54 MB
Formato Adobe PDF
8.54 MB Adobe PDF Visualizza/Apri

I documenti in IRIS sono protetti da copyright e tutti i diritti sono riservati, salvo diversa indicazione.

Utilizza questo identificativo per citare o creare un link a questo documento: https://hdl.handle.net/10447/619382
Citazioni
  • ???jsp.display-item.citation.pmc??? ND
  • Scopus 0
  • ???jsp.display-item.citation.isi??? ND
social impact