AI Agent 
This article is an excerpt from Chapter 3 of Teacher Nick’s “A Brief History of Artificial Intelligence”: From Expert Systems to Knowledge Graphs. It provides a comprehensive review and in-depth commentary on the development of knowledge graphs, from the first expert system DENDRAL to the semantic web and Google’s open-source knowledge graph. Nick once worked … Read more
The mainstream development of the field of artificial intelligence is from “Heuristic Programs” (Heuristic program) to “Expert Systems” (Expert System). 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, aiming to improve the level … Read more
Part Seven How Expert Systems Are Implemented (Part Seven) Shuoping Ma, Department of Computer Science, Tsinghua University Section Seven Expert System Tools Xiaoming: I have gained some understanding of expert systems through your introduction. If I want to build an expert system, how should I implement it? What tools can I use? Dr. Ai: Early … Read more
The structure of an expert system varies slightly depending on the application field and problem type, but generally, the typical structure of an expert system is shown in the figure below: Alright, let me describe the structure of an expert system. An expert system typically consists of the following components: Knowledge Base: The knowledge base … Read more
Many years ago, one of the expectations of artificial intelligence by Shen Nong was that machines would engage in stock trading. Therefore, I often refer to the artificial intelligence focused on in academia as “Buffett-style intelligence.” Compared to that, I call industrial intelligence “Wu Shuzhen-style intelligence.” Wu Shuzhen is the wife of former Taiwanese leader … Read more
Quoted from: “Industrial Artificial Intelligence” (Authors: Cai Hongxia, Zhou Chuanhong) The book has been published, for details see the end of the article~ 「 1. Concept of Expert Systems 」 1) Definition of Expert Systems An expert system is a knowledge-based system used to apply the years of accumulated experience and expertise of domain experts … Read more
Wu Jiarui, Institute of Biochemistry and Cell Biology, Chinese Academy of Sciences Introduction When considering the development of ChatGPT and similar strong AI models into medical expert systems for clinical practice, three challenges must be addressed: the first is how to enable medical expert systems to acquire clinical knowledge and apply it correctly; the second … Read more
Hello everyone! Today I want to share a very interesting topic – how to build an expert system using Python. An expert system is a program that simulates the decision-making process of human experts, solving problems in specific domains through predefined rules and a knowledge base. Sounds impressive, right? Don’t worry, just follow me step … Read more
Expert systems are computer intelligent program systems that can solve various complex problems by simulating the analysis process of specific experts in a particular field through reasoning technology. They mainly consist of four parts: knowledge acquisition module, knowledge base, inference engine module, and result interpreter. Since 2008, our laboratory has gradually developed and applied expert … Read more
In 1991, Professor Yu Ruizhao, then the head of the Academic Affairs Office at Zhejiang University, personally taught us a course titled “Artificial Intelligence and Expert Systems.” More than 20 years later, when artificial intelligence has once again become a hot topic in society, few people mention “expert systems.” In recent years, I have spent … Read more