Recent advancements in artificial intelligence (AI) are making waves in the maritime sector, particularly in enhancing safety training through adaptive instructional systems (AISs). A systematic literature review led by Elham Karimi from the Ocean & Naval Architectural Engineering department at Memorial University of Newfoundland sheds light on how AI and machine learning (ML) can revolutionize maritime education and training (MET).
Adaptive instructional systems are designed to tailor educational experiences to individual learner needs. By analyzing student performance, these systems can provide personalized learning pathways, which is especially crucial in fields like maritime safety where the stakes are high. The review highlights the potential of AI/ML techniques to address the challenges of small data problems, which often hinder effective training in specialized areas like maritime operations.
Karimi’s research identifies several key areas where AI can significantly contribute to MET. “The fundamental purposes of using AI/ML techniques in developing AIS for MET are to model student and instructor knowledge and predict student performance, even when data is limited,” she explains. This capability to adapt and respond to the unique needs of learners can lead to more effective training outcomes and ultimately safer maritime operations.
The implications of this research go beyond just improving educational practices. For commercial entities involved in maritime operations, investing in AI-based training systems could translate to reduced accident rates and enhanced operational efficiency. Companies could leverage these adaptive systems to train their personnel more effectively, ensuring they are well-prepared for the complexities of maritime environments.
Moreover, the integration of AI in MET opens up new business opportunities for technology providers and educational institutions alike. There is a growing demand for innovative training solutions that can keep pace with the evolving maritime industry, and AI-driven systems are positioned to meet this need.
As the maritime sector continues to evolve, the insights from this systematic literature review published in “Discover Artificial Intelligence” underscore the importance of harnessing AI technologies to enhance safety training. The potential for improved learning outcomes and operational safety presents a compelling case for stakeholders to explore and invest in these advanced educational interventions.
