A Review on The Use of Artificial Intelligence and Machine Learning Technologies in The Logistics Sector

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dc.contributor.authorOğuz, Suzan
dc.contributor.authorYalçintaş, Deniz
dc.date.accessioned2025-03-07T20:03:23Z
dc.date.available2025-03-07T20:03:23Z
dc.date.issued2024
dc.departmentÇağ Üniversitesi
dc.description.abstractIn recent years, developments in Artificial Intelligence (AI) and MachineLearning (ML) technologies have had profound effects on all sectors. The logistics industry has also become a sector where these technologies are being used to a significant extent. The emergence of intelligent logistics systems offers several opportunities for the advancement of this sector by facilitating digital transformation in supply chain and logistics. The aim of this study is to provide a comprehensive review of recent studies examining the use of AI and ML systems in the logistics industry. In this study, which is designed as a systematic study, firstly, based on the existing literature, the basic concepts, trends, researchers and countries working on AI and ML systems in the logistics sector are examined by bibliometric analysis method. Then, information about the prominent AI and ML systems in logistics is given. It is seen that the most frequently used AI and ML technologies in logistics are Deep Learning, Optimization, Internet of Things (IoT), Data Mining and Predictive Models. The methodologies presented in the study have a practical importance in increasing efficiency, transparency and planning in the logistics.
dc.identifier.doi10.16951/trendbusecon.1494826
dc.identifier.endpage225
dc.identifier.issn2822-2652
dc.identifier.issue4
dc.identifier.startpage218
dc.identifier.trdizinid1272735
dc.identifier.urihttps://doi.org/10.16951/trendbusecon.1494826
dc.identifier.urihttps://search.trdizin.gov.tr/tr/yayin/detay/1272735
dc.identifier.urihttps://hdl.handle.net/20.500.12507/2594
dc.identifier.volume38
dc.indekslendigikaynakTR-Dizin
dc.language.isoen
dc.relation.ispartofTrends in business and economics (Online)
dc.relation.publicationcategoryMakale - Ulusal Hakemli Dergi - Kurum Öğretim Elemanı
dc.snmzKA_20241226
dc.subjectTechnology
dc.subjectMachine Learning
dc.subjectLogistics
dc.subjectBibliometric Analysis
dc.subjectArtificial Intelligence
dc.titleA Review on The Use of Artificial Intelligence and Machine Learning Technologies in The Logistics Sector
dc.typeArticle

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