To Developed Tool, an Intelligent Agent for Automatic Knowledge Acquisition in Rule-based Expert System

Abstract

The complex stage in building expert system is knowledge acquisition from domain experts and translated it to representation approach in knowledge base of expert system.

A Multi-intelligent Agent System for Automatic Construction of Rule-based Expert System

“…Intelligent agents or software intelligent agents are software entities that run a sequence of action on behalf of a human or another agent independently [8]. A Multi-Intelligent Agent (MIA) is a collection of autonomous agents that interact with each other or their environments to perform one or more goals [9][10] [11]. Recently, the use of intelligent agents have been applied in different applications such as intelligent agent user interface, independent agents, information recovery, and knowledge discovery and data mining.…”

A Multi-intelligent Agent Architecture for Knowledge Extraction: Novel Approaches for Automatic Production Rules Extraction

“…The production rule consists of two elements: consequence or the head of the rule and the other is the antecedence or the body of the rule which should be true to satisfy the consequence part. In the diagnosis domain, the consequence represents the complex main situation and the antecedence represents the observed symptoms [26]. The EMIA requires the domain expert to enter the main situation (the disease name in the case of a clinical diagnosis domain) and also the set of observable symptoms (set of clinical observed symptoms that satisfy that disease name).…”