University of Bahrain
Scientific Journals

Intelligent Ontology CBR System for Fault Diagnosis and Repair

Show simple item record Nachet, Bakhta Adla, Abdelkader 2018-07-05T09:31:24Z 2018-07-05T09:31:24Z 2018-03-01
dc.identifier.issn 2210-142X
dc.description.abstract Previous research in decision making has proposed the use of a case based reasoning approach to accumulate, organize, preserve, link and share diverse knowledge coming from past experiences. However, existing CBR systems lack semantic understanding, which is important for intelligent knowledge retrieval in decision support system. To develop an intelligent CBR system which can not only carry out data matching retrieval, but also perform semantic associated data access, and improve the traditional keyword-based search. .An effective case representation method as well as an appropriate case retrieval approach must be found. Ontology technology is an ideal selection for realizing our system because owing to the good semantic understanding offered by ontology. Thus, we adopt ontology approach as a means to acquire domain knowledge and construct a case-base and use ontological semantic retrieval as the case retrieval method. The resulting ontology based CBR tool is experimented in fault diagnosis and repairing domain, a semi-structured decision-making environment involving multiple attributes. The results showed the feasibility and the applicability of our approach, and the benefit of the ontology support. en_US
dc.language.iso en en_US
dc.publisher University of Bahrain en_US
dc.rights Attribution-NonCommercial-ShareAlike 4.0 International *
dc.rights.uri *
dc.subject Decision Support System en_US
dc.subject Case Based Reasoning en_US
dc.subject Ontology en_US
dc.subject Owl en_US
dc.subject Diagnosis en_US
dc.title Intelligent Ontology CBR System for Fault Diagnosis and Repair en_US
dc.type Article en_US
dc.volume 07
dc.issue 02
dc.pagestart 85
dc.pageend 93
dc.source.title International Journal of Computing and Digital Systems
dc.abbreviatedsourcetitle IJCDS

Files in this item

This item appears in the following Issue(s)

Show simple item record

Attribution-NonCommercial-ShareAlike 4.0 International Except where otherwise noted, this item's license is described as Attribution-NonCommercial-ShareAlike 4.0 International

All Journals

Advanced Search


Administrator Account