Introduction: From Sci-Fi Novels to Our “Little Ding-Dong” Once upon a time, artificial intelligence (AI) was a common theme in science fiction movies and novels, showcasing its omnipotence, evoking wonder and fear. Now, AI is no longer an unattainable dream; it has integrated into our daily lives, becoming an indispensable assistant. Today, let’s discuss how … Read more
The DENDRAL system is an expert system that helps chemists determine the molecular structure of an unknown substance. It began development at Stanford University in the United States in 1965 and was successfully developed in 1968. It is the result of collaboration between Feigenbaum and chemist J. Lederberg. In the mid-1960s, Lederberg proposed an algorithm … Read more
1. Feigenbaum and DENDRAL Feigenbaum entered Carnegie Institute of Technology (the predecessor of Carnegie Mellon) to study Electrical Engineering (EE) when he was only 16 years old. In his junior year, a course on “Mathematical Models in Social Science” set the course for his life, taught by Simon Haykin. After graduating, he stayed on to … 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
The mainstream development of artificial intelligence is from “Heuristic Programs” to “Expert Systems”. 1. Heuristic Programs Heuristic programs are computer programs that simulate human thinking methods and rules, used to simulate and explore human thinking methods and intelligent activities in various problem-solving processes, in order to improve the level of artificial intelligence in computer applications … Read more
Expert Systems are knowledge-based intelligent reasoning systems that involve research into knowledge acquisition, knowledge bases, reasoning control mechanisms, and intelligent human-computer interfaces. They integrate artificial intelligence and domain knowledge, marking a milestone as expert systems have rapidly developed and been widely applied in various fields, significantly advancing the trend towards intelligence in practical applications. Expert … Read more
| Source: Auto Parts Circle | Submission/Business Cooperation: Please add WeChat juyou18611756963 Expert systems have reached a consensus on their benefits to the technological progress of a globalized society, and efforts must be made to realize the evolutionary process of systems, forming an advanced paradigm aimed at breakthroughs in social applications. Author | Chen Guangzu … Read more
AI Popular Science 10 How Expert Systems Work Let’s Learn New Knowledge Together In various fields of our lives, experts help us solve various professional problems, such as medical experts, educational experts, computer experts, etc. With the development of artificial intelligence technology, can we use computers to provide expert consulting services? Next, let’s take a … Read more
Source: Zhuanzhi This article is a book introduction, suggested reading time is 5 minutes. This book is aimed at graduate students, researchers, and professionals in the fields of data science, artificial intelligence, computer vision, and machine learning. DeepFakes is a synthetic media that utilizes powerful artificial intelligence (AI) and machine learning (ML) technologies to generate … 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