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doi:10.1016/S0957-4174(02)00082-9    
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Copyright © 2002 Elsevier Science Ltd. All rights reserved.

Automatic knowledge acquisition tool for irrigation and fertilization expert systems

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Ahmed RafeaCorresponding Author Contact Information, E-mail The Corresponding Author, a, Hesham HassenE-mail The Corresponding Author, b and Maryam HazmanE-mail The Corresponding Author, c

a American University in Cairo, P.O. Box 100, Dokki, Giza, Egypt

b Faculty of Computers and Information, Cairo University, P.O. Box 100, Dokki, Giza, Egypt

c Center Laboratory for Agriculture Expert System, P.O. Box 100, Dokki, Giza, Egypt


Available online 8 November 2002.

Abstract

Knowledge acquisition is commonly regarded as a major obstacle and bottleneck in the process of designing and implementing knowledge base system. Our approach to overcome this problem is to build a task specific knowledge acquisition tool for solving the irrigation and fertilization scheduling problems. The tool was tested using set of cases that was designed to measure the tool flexibility, usability, accuracy, and exception handling.

Author Keywords: Knowledge acquisition; Knowledge modeling; Reusability

Article Outline

1. Introduction
2. Abstract architecture
3. Library
3.1. Control knowledge
3.2. Domain knowledge
3.2.1. Domain ontology
3.2.2. Domain models
4. Knowledge elicitation module
5. Knowledge base generator
5.1. KB source code generator
5.2. Target KB generator
6. Verification module
7. Case study
8. Conclusion
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