Description of Invention
Researchers have initiated to focus on adaptive e-learning environments (ALE) that deals with the development approach to provide a personalized e-learning experience tailored to the personal characteristics of learners. With the advancement of machine learning and Artificial Intelligence (AI), there's a dearth of understanding regarding how dynamic approaches can be effectively incorporated into designs to maximize the efficacy of ALE. Integrating Felder-Silverman Learning Style Model (FSLSM), instructional design concepts and machine learning, authors have develop a concept of personalizing Moodle LMS to provide customized learning paths through dynamic formulation of learning objects with the content and learning activities tailored based on learner preferences and their knowledge level.