Ontology based knowledge acquisition in neurological diseases diagnosis expert system (Using Situation Awareness Logic and ACH modeling)

Publish Year: 1395
نوع سند: مقاله کنفرانسی
زبان: English
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شناسه ملی سند علمی:

ICCSE01_153

تاریخ نمایه سازی: 14 شهریور 1396

Abstract:

So far, in the variety methods of knowledge acquisition the certain method is not available. The reason for this is that knowledge acquisitions are prepared in based on personal suitability. The method of acquired knowledge should be able to systematically compare with other methods that used in the issue. In this way reliability and its ability of using them can be assessed. In the process of information systems analysis such a result has been achieved, there are three main strategies in the creation and evaluation of assumptions: the first way is situation logic and the second is applying theories and third strategy is comparison with historical instances. These tree strategies explained in detail and the advantages and weaknesses has been noted. Using the ACH (Analysis of Competing Hypotheses) model which is based on the situation logic is being organized the knowledge base of expert system for the diagnosis of neurological diseases. In this article regardless of all of techniques to obtain the knowledge from experts, we have tried to enhance the credibility of the gained knowledge using ACH model.

Authors

Abdolhamid Fetanat

Department of Computer, College of Electicity and Computer, Mahshahr branch, Islamic Azad University, Mahshahr, Iran

Ali Amooji

Department of Information Technology Peyam-e-Noor University,Mianeh branch Mianeh, Iran