A Scoping review of artificial intelligence applications in airports
Yükleniyor...
Dosyalar
Tarih
2024
Yazarlar
Amiri, Misagh Haji
Dergi Başlığı
Dergi ISSN
Cilt Başlığı
Yayıncı
Sigma Xplore
Erişim Hakkı
info:eu-repo/semantics/openAccess
Özet
This paper aims to synthesize the literature on the application of artificial intelligence for airports. The selected methodology was based on the PRISMA Extension for Scoping Reviews (PRISMA-ScR), a recognized framework for systematic reviews. Authors searched the Scopus and Web of Science databases for articles that met the following criteria: (1) publication in peer-reviewed journals, (2) English language, and (3) relevance to airport operations, demonstrated by either (a) the use of airport datasets for showcasing AI applications or (b) the use of airports as case studies. Articles were assessed by two reviewers, and data were extracted on the articles’ keywords, publication year, and origin country. After screening and checking for eligibility, 121 unique articles were examined. Upon assessment, the included articles were categorized into seven main themes. Each category and its specific subtopics were individually discussed within this paper. Results indicate that the most extensively studied category belongs to airport administration and management. Security and air traffic control (ATC) were the second and third most studied categories, respectively. Notably, a significant portion of the articles focused on optimization techniques, scheduling strategies, and developing decision support systems (DSS) tailored to various airport departments. This paper not only highlights current research trends in the field of AI for airports but also identifies gaps in the existing literature. The paper proposes future research directions to enhance the effective implementation of AI technologies within airport environments.
Açıklama
Anahtar Kelimeler
Artificial Intelligence, AI Application, Airport, Scoping Review, PRISMA
Kaynak
CRPASE: Transactions of Industrial Engineering
WoS Q Değeri
Scopus Q Değeri
Cilt
10
Sayı
2
Künye
Amiri, M. Haji, Kuşakcı, A. O. (2024). A Scoping review of artificial intelligence applications in airports, CRPASE: Transactions of Industrial Engineering, 10 (2), 1–12.
