Understanding Knowledge Graphs: A Family Tree Analogy

Understanding Knowledge Graphs: A Family Tree Analogy

When we talk about the complex and fascinating modern technological concept of knowledge graphs, we can cleverly compare it to the family tree of a large family in our daily lives. 1. Family Tree Imagine you have opened an ancient book filled with history and stories; this is a family tree that records the lineage … Read more

Empowering Computer Programming Education with Generative AI

Empowering Computer Programming Education with Generative AI

0 Introduction With the rapid development of modern technology and information technology, programming has become a cultural literacy, and its importance is increasingly prominent. However, current computer programming courses often face issues such as fixed and monotonous teaching content, disconnection between theory and practice, and lack of practical innovation. The emergence of Generative Artificial Intelligence … Read more

What Is An Artificial Neural Network?

What Is An Artificial Neural Network?

Abstract The brain controls everything we do; it is more powerful than any computer. This complex organ continuously transmits and analyzes information through neurons, even while we sleep. Scientists are trying to create a “digital brain” by understanding the brain’s functions. Can computers achieve the functionality of the human brain? To make this happen, scientists … Read more

Artificial Intelligence Is Not the Same as Intelligence

Artificial Intelligence is not the same as intelligence. Although there is some overlap between the two, they are quite different. Artificial intelligence is primarily used as a tool to help humans solve specific problems, while intelligence is not only the ability to solve problems but more importantly, the ability to discover problems (of course, in … Read more

Interpretation of University Majors in 2025: Artificial Intelligence

Interpretation of University Majors in 2025: Artificial Intelligence

Artificial Intelligence NO.1 Major Analysis Major Code: 080717T Discipline Category: Engineering Study Duration: 4 years Degree Level: Undergraduate (General Education) Degree Title:Bachelor of Engineering Artificial Intelligence (AI) is a new technical science that studies and develops theories, methods, technologies, and application systems for simulating, extending, and enhancing human intelligence. AI is a branch of computer … Read more

How Expert Systems Are Implemented: Part Six

How Expert Systems Are Implemented: Part Six

Part Six How Expert Systems Are Implemented (Nine) Department of Computer Science, Tsinghua University, Mao Shaoping Section Nine Limitations of Expert Systems Dr. Ai: Although expert systems have been applied in various degrees, they still have some limitations that affect their development and usage. Firstly, the bottleneck problem of knowledge acquisition has not been well … Read more

Kolmogorov and Arnold’s Influence on Neural Networks

Kolmogorov and Arnold's Influence on Neural Networks

Soviet mathematician Andrey N. Kolmogorov (1903-1987). Image source: https://wolffund.org.il/ Introduction: Large models pose new questions to computational theory, which can also assist large models in revealing first principles, thereby finding boundaries and directions. For example, the KA Superposition Theorem completed by Soviet mathematician Kolmogorov and his student Arnold in the 1950s. Nick | Author Xiaoxue … Read more