AI ASSISTANT FOR THE ADAPTATION OF IT SPECIALISTS IN THE ITS FIELD: ISSUES OF RELEVANCE, ARCHITECTURE, SECURITY, AND ETHICS IN THE CONTEXT OF DIGITALIZATION IN THE TRANSPORT SECTOR

The article discusses the use of a personalized AI assistant based on RAG (Retrieval-Augmented Generation) for the adaptation of IT specialists in the ITS field. The capabilities of the technology, the solution architecture, security and ethics issues are discussed. The use of RAG on domain knowledge sources for the adaptation of employees in the transport industry contributes to digital transformation, advanced training of personnel and sustainable development of ITS in the regions.

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Publication Details

Journal
World of transport and technological machines
Published
2025-01-01
DOI
https://doi.org/10.33979/2073-7432-2025-1-1(88)-111-120
Primary Topic
Transportation Systems and Logistics
Type
article
Field-Weighted Citation Impact
0.00
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article

AI ASSISTANT FOR THE ADAPTATION OF IT SPECIALISTS IN THE ITS FIELD: ISSUES OF RELEVANCE, ARCHITECTURE, SECURITY, AND ETHICS IN THE CONTEXT OF DIGITALIZATION IN THE TRANSPORT SECTOR

А. А. Романов, Irina Vladimirovna Rodicheva, Oleg Anatolievich Ivanov, Anton Alexandrovich Titorenko
World of transport and technological machines
Transportation Systems and Logistics
article

AI ASSISTANT FOR THE ADAPTATION OF IT SPECIALISTS IN THE ITS FIELD: ISSUES OF RELEVANCE, ARCHITECTURE, SECURITY, AND ETHICS IN THE CONTEXT OF DIGITALIZATION IN THE TRANSPORT SECTOR

А. А. Романов, Irina Vladimirovna Rodicheva, Oleg Anatolievich Ivanov, Anton Alexandrovich Titorenko
article en

Abstract

The article discusses the use of a personalized AI assistant based on RAG (Retrieval-Augmented Generation) for the adaptation of IT specialists in the ITS field. The capabilities of the technology, the solution architecture, security and ethics issues are discussed. The use of RAG on domain knowledge sources for the adaptation of employees in the transport industry contributes to digital transformation, advanced training of personnel and sustainable development of ITS in the regions.

World of transport and technological machinesVol. 88(1-1)
Openalex Percentile: Top 93%
Transportation Systems and Logistics
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