Learning Resources

Exploration of Knowledge Graph Construction and Personalized Recommendation in AI Courses

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Exploration of Knowledge Graph Construction and Personalized Recommendation in AI Courses

0 Introduction Artificial intelligence, as an important branch of computer science[1], encompasses disciplines such as philosophy, psychology, cognitive science, computer science, and mathematics[2]. The teaching objective of this course is to help students gain a comprehensive understanding of the current state of AI development, its basic principles, and methods, while promoting a deeper understanding of … Read more

Essential English Vocabulary Every Programmer Must Master

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Can I Learn Programming if My English Is Poor?” This question troubles many students who want to learn programming but struggle with English. When learning programming, there are only a limited number of commonly used words. As long as you master the commonly used words, you can write code effectively. The relationship between English and … Read more

Practical Applications of Educational Knowledge Graphs in AI Integration

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Practical Applications of Educational Knowledge Graphs in AI Integration

1. Introduction to Knowledge Graphs A knowledge graph is a large-scale semantic network, a semantic representation of the real world. Entities are represented as nodes, and the attributes of entities and relationships between entities are represented as edges, forming a web-like graph structure. This structured format is human-readable and machine-friendly, facilitating machine understanding. The large-scale … Read more