Applications of Educational Knowledge Graphs in AI+ Education

Applications of Educational Knowledge Graphs in AI+ Education

The development of new generation artificial intelligence technologies such as deep learning, knowledge graphs, and reinforcement learning is driving the “Internet + Education” into a new era of “smart education”. As a core driving force for the development of artificial intelligence, knowledge graphs provide new empowering capabilities for education in the era of education informatization … Read more

Applications of Knowledge Graphs in Intelligent Education

Applications of Knowledge Graphs in Intelligent Education

1 Introduction to Knowledge Graphs A knowledge graph is a large-scale semantic network that represents the real world in a semantic format. It represents entities as nodes, and the properties of entities and the relationships between entities as edges, forming a network structure. This structured form is recognizable by humans and friendly to machines, facilitating … Read more

Defining Relationships in Knowledge Graphs and Their Applications in Education

Defining Relationships in Knowledge Graphs and Their Applications in Education

(Scan the QR code at the bottom of this page to learn more) A knowledge graph is a graph structure used to describe knowledge and information, organizing and representing knowledge by representing entities, concepts, and their relationships as nodes and edges. By organizing knowledge in the form of a graph, knowledge graphs can conveniently represent … Read more

Artificial Intelligence and Intelligent Education: Knowledge Graphs as the Cornerstone of AI

Artificial Intelligence and Intelligent Education: Knowledge Graphs as the Cornerstone of AI

We live in an era of information explosion, where new data is generated constantly. Crude oil is refined into gasoline, diesel, and chemical products, which are higher-value commodities. Similarly, data is refined and processed into information, knowledge, and wisdom to unleash greater value. So how do we extract value from data? The DIKW (Data, Information, … Read more

Knowledge Graphs in Education Assessment and Monitoring

Knowledge Graphs in Education Assessment and Monitoring

Knowledge graphs have many applications, such as intelligent search, question-answering systems, recommendation systems, and information extraction. They can help people better organize and utilize vast amounts of knowledge, providing smarter and more personalized services. The concept of knowledge graphs originated in the field of artificial intelligence and is a technique used to represent and organize … Read more

Practical Applications of Educational Knowledge Graphs in AI Integration

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

Detailed Construction and Application of Course Knowledge Graph

Detailed Construction and Application of Course Knowledge Graph

1. What is a Knowledge Graph The knowledge graph (Knowledge Graph), also known as knowledge domain visualization or knowledge domain mapping, is a series of various graphics that display the process and structural relationships of knowledge development. It uses visualization technology to describe knowledge resources and their carriers, mining, analyzing, constructing, drawing, and displaying knowledge … Read more

The Potential, Risks, and Regulatory Pathways of Generative AI in Education

The Potential, Risks, and Regulatory Pathways of Generative AI in Education

Introduction In early 2023, the American AI research company OpenAI launched a generative artificial intelligence (AI) application called “Chat GPT” (Chat Generative Pre-trained Transformer), which possesses strong generative capabilities in language and text. Within just two months of its launch, the user count surpassed 100 million, while the domestic WeChat user base took 433 days … Read more

How Generative AI Is Reshaping Education

How Generative AI Is Reshaping Education

The “Interim Measures for the Management of Generative Artificial Intelligence Services” has officially come into effect, leading to rapid development of generative AI in China that provides services to the public. This has provided technical support for teachers to use generative AI, making it possible for schools to incorporate generative AI into their teaching. The … Read more

The Impact of Generative AI on Curriculum, Textbooks, and Teaching Methods

The Impact of Generative AI on Curriculum, Textbooks, and Teaching Methods

The only submission email for the editorial department: [email protected] Thank you for your attention and support! In August 2023, the “Interim Measures for the Management of Generative Artificial Intelligence Services” officially came into effect, pointing out the development direction of generative artificial intelligence: “The country insists on balancing development and security, promoting innovation and lawful … Read more