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
This article introduces the concept of expert systems based on the bottlenecks in laboratory automation applications and describes the operational situation of laboratories combining expert systems with automation, indicating that expert systems are an important path for current laboratory development. The full text is approximately 1200 words, and reading it takes about 3 minutes. Bottlenecks … Read more
Original Information Paper Title:An Expert System Based on Data Mining for a Trend Diagnosis of Process Parameters Accepted Journal:Processes Original DOI: JCR Q2 Author List 1) Wang Zhu, China University of Petroleum (Beijing), School of Information Science and Engineering/School of Artificial Intelligence, Department of Automation, Teacher 2) Wang Shaoxian, China University of Petroleum (Beijing), School … 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
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
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 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
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
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
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