PERSONALIZED LEARNING ALGORITHMS: ENHANCING STUDENT ENGAGEMENT THROUGH AI-DRIVEN TOOLS

Abstract

The rise of personalized learning algorithms has revolutionized modern education, offering tailored solutions to enhance student engagement through AI-driven tools. This paradigm leverages artificial intelligence and machine learning to analyze individual learning patterns, preferences, and progress, thereby enabling a highly customized educational experience. Personalized learning tools utilize data-driven insights to identify gaps in knowledge, adapt the difficulty of content, and recommend resources that cater to each student’s unique needs. By fostering greater engagement, these tools not only improve academic performance but also promote intrinsic motivation and active participation.