SmartBlend: Smart Video Recommendations on YouTube

In the dynamic era of online education, the pursuit of a personalized and effective learning experience is paramount. A transformative approach in online education by integrating Multimodal Data Mining and Data Synthesis to develop a Smart System for Learning Video Recommendations. With a focus on Personalized Learning and Adaptability, the methodology employs advanced techniques like Multimodal Learning Analytics and Machine Learning for a comprehensive analysis of learning materials. SmartBlend introduces a novel approach to personalized learning video recommendations on YouTube, leveraging Multimodal Data Mining and Data Synthesis. The SmartBlendEdu framework employs advanced techniques like Multimodal Learning Analytics and Machine Learning for a comprehensive analysis of learning materials.