Distributed petri net for knowledge base grid reasoning

2004 ◽  
Author(s):  
Jiefeng Xu ◽  
Zhaohui Wu ◽  
Huajun Chen
Keyword(s):  
Knowledge Base ◽  
Petri Net ◽  
Base Grid

An Enhanced Petri Net Model to Verify and Validate a Neural-Symbolic Hybrid System

2012 ◽  
pp. 434-450
Author(s):  
Ricardo R. Jorge ◽  
Gerardo R. Salgado ◽  
Vianey G. C. Sánchez
Keyword(s):  
Knowledge Base ◽  
Hybrid Systems ◽  
Dynamic Modeling ◽  
Hybrid System ◽  
Petri Net ◽  
Validation And Verification ◽  
Verification Method ◽  
System Versus ◽  
Two Stages ◽  
Three Phases

As the Neural-Symbolic Hybrid Systems (NSHS) gain acceptance, it increases the necessity to guarantee the automatic validation and verification of the knowledge contained in them. In the past, such processes were made manually. In this article, an enhanced Petri net model is presented to the detection and elimination of structural anomalies in the knowledge base of the NSHS. In addition, a reachability model is proposed to evaluate the obtained results of the system versus the expected results by the user. The validation and verification method is divided in two stages: 1) it consists of three phases: rule normalization, rule modeling and rule verification. 2) It consists of three phases: rule modeling, dynamic modeling and evaluation of results. Such method is useful to ensure that the results of a NSHS are correct. Examples are presented to demonstrate the effectiveness of the results obtained with the method.

Knowledge base grid: A generic grid architecture for semantic web

2003 ◽  
Vol 18 (4) ◽  
pp. 462-473 ◽  
Author(s):  
ZhaoHui Wu ◽  
HuaJun Chen ◽  
JieFeng Xu
Keyword(s):  
Semantic Web ◽  
Knowledge Base ◽  
Grid Architecture ◽  
Base Grid
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