Leveraging Artificial Intelligence and Digital Transformation in Intelligent Tutoring Systems to Drive Sustainability
摘要
This article investigates the synergistic relationship between digital transformation and intelligent tutoring systems (ITS), emphasizing their potential to revolutionize education. Digital transformation involves adopting digital technologies to modify or create products and services, fundamentally reshaping education. Intelligent tutoring systems, powered by artificial intelligence, provide personalized and adaptive learning experiences by assessing student progress and tailoring instructional content to individual needs. The integration of ITS within digitally transformed educational frameworks offers opportunities for enhanced learning experiences, streamlined administrative processes, and improved educational outcomes. Key components of ITS, such as knowledge bases, learner models, instructional models, and user interfaces, enable these systems to adapt in real-time, providing immediate and targeted feedback, thereby optimizing learning. The article explores how ITS and digital transformation together enable personalized learning, facilitate data-driven decision-making, and improve resource efficiency. It also highlights the challenges associated with ITS implementation, including technical complexity, high initial investment, data privacy concerns, scalability, and the need for integration with traditional teaching methods. The proposed ITS design features a client-server architecture with components like web-based interfaces, secure user authentication, and integration with learning management systems such as Moodle. This design aims to create a scalable, user-friendly, and secure environment for personalized learning. Despite the challenges, the benefits of ITS, such as increased engagement, efficient resource use, and personalized learning experiences, are significant. The article concludes that effectively integrating ITS with digital transformation initiatives can transform education, offering new opportunities for learners and valuable insights for educators.