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Conceptualizing a Novel Generative Maritime Learning Management System: G-Maritime

  • Istanbul Technical University
  • Azerbaijan State University of Economics

Araştırma çıktısı: Kitap/Rapor/Konferans Bildirisinde BölümBölümHakemli

Özet

The maritime industry is undergoing a transformation process along with the sustainable development goals. In this cycle, continuous maritime skill transition has become essential to ensure that seafarers and shore-based professionals remain futureready. It is clearly stated that conventional training solutions are no longer sufficient in developing the maritime workforce. This book chapter introduces G-Maritime as a novel Learning Management System (LMS) founded on Large Language Models (LLM). Conceptualizing the G-Maritime LMS, a retrieval-augmented generation (RAG) system supported with a maritime-specific LLM is provided. Moreover, the system is guided by well-established instructional design techniques (SJT, ADDIE, Bloom) that maximize the benefits of AI integration into learning and assessment environment. Therefore, G-Maritime is fundamentally capable of delivering personalized learning and assessments. In addition to conceptual proposal, the study addresses probable challenges such as compliance, certification, and accessibility. A pilot implementation roadmap is also proposed to test the system. The study offers a valuable insight for trainers, policymakers, industry professionals, and investors seeking to understand and support maritime skill transition with generative LMS solutions. By integrating domain-specific AI capabilities with personalized content delivery, G-Maritime LMS represents a scalable model for future maritime learning ecosystems. G-Maritime has potential to become an accelerator for human-centred digital transformation in global shipping.

Orijinal dilİngilizce
Ana bilgisayar yayını başlığıAI, Analytics, and Assessment in Higher Education
YayınlayanIGI Global
Sayfalar85-112
Sayfa sayısı28
ISBN (Elektronik)9798337370590
ISBN (Basılı)9798337370576
DOI'lar
Yayın durumuYayınlandı - 24 Eyl 2025

Bibliyografik not

Publisher Copyright:
© 2026, IGI Global Scientific Publishing. All rights reserved.

BM SKH

Bu sonuç, aşağıdaki Sürdürülebilir Kalkınma Hedefine/Hedeflerine katkıda bulunur

  1. SKH 4 - Nitelikli Eğitim
    SKH 4 Nitelikli Eğitim
  2. SKH 8 - İnsana Yakışır İş ve Ekonomik Büyüme
    SKH 8 İnsana Yakışır İş ve Ekonomik Büyüme
  3. SKH 9 - Sanayi, Yenilikçilik ve Altyapı
    SKH 9 Sanayi, Yenilikçilik ve Altyapı
  4. SKH 17 - Hedefler için Ortaklıklar
    SKH 17 Hedefler için Ortaklıklar

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