1. Background and Issues of the Research The steel industry is a foundational sector supporting economic development in China and is an energy-intensive industry. The carbon emissions and energy consumption generated during the blast furnace ironmaking process account for over 80% and 70% of the entire steel production process, respectively. With the implementation and continuous … Read more
“Knowledge is the driving force of artificial intelligence.” Knowledge engineering aims to study machine representation and computation of human knowledge, making it an important branch of artificial intelligence. Knowledge engineering was first proposed by Turing Award winner Feigenbaum at the 5th International Conference on Artificial Intelligence in 1977, but related research can be traced back … Read more
Editor’s Note Excellent teaching aims to promote the transformation of teaching and learning, striving to make students the main body of learning. Sun Yat-sen University actively explores methods such as “large lecture + small seminar”, “freshman seminar”, and “flipped classroom”, implementing small class teaching, advancing educational digitization, emphasizing guidance for students’ learning, and increasing interaction … Read more
The Knowledge Graph is the foundation for achieving intelligence in computers. With the development of mobile internet, the Internet of Things has become possible, and the data generated by this connectivity is growing explosively. This data serves as an effective raw material for analyzing relationships. Analyzing relationships between individuals has become a crucial area for … Read more
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.” Knowledge graphs, as a core driving force for the advancement of artificial intelligence, provide new empowering capabilities for education and teaching in the era of … Read more
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
Celebrating the 73rd Anniversary of the People’s Republic of China When you search for information, watch the news, scroll through short videos, or shop, every piece of content that resonates with you may be influenced by the role of a knowledge graph. What Is a Knowledge Graph A knowledge graph is a graph-based data structure, … Read more
When you search for information, read the news, scroll through short videos, or shop, every piece of content that moves you may be influenced by the role of a knowledge graph. What Is a Knowledge Graph A knowledge graph is a graph-based data structure that is essentially a semantic network. It displays complex knowledge domains … Read more
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
01 Origin of Knowledge Graphs In 1977, American computer scientist Feigenbaum officially named knowledge engineering. He received the Turing Award in 1994 and is hailed as the father of expert systems and the founder of knowledge engineering. Knowledge engineering is a top-down approach that heavily relies on expert intervention, with the fundamental goal of imparting … Read more