Constructing a Knowledge Graph for the Database Course Group via Deep Learning

Elevating proactive and innovative learning abilities in students is crucial for modern education. Our research develops an adaptive learning system., a key tool for delivering customized educational experiences. Focusing on database course groups., we leverage specific deep learning models and advanced natural language processing techniques. We have constructed a multimodal educational knowledge graph., integrating data from authoritative textbooks and Chinese University MOOC Resources. This graph significantly enhances data storage., visualization., and querying capabilities., thereby facilitating the digital transformation of traditional textbooks. Our approach showcases not only improved efficiency and precision but also provides robust knowledge support for adaptive learning platforms., thereby advancing tailored educational recommendations significantly.