Title :
On discovering potential inconsistencies in validating uncertain knowledge bases by reflecting on the input
Author :
Yager, Ronald R. ; Larsen, Henry L.
Author_Institution :
Machine Intelligence Inst., Iona Coll., New Rochelle, NY, USA
Abstract :
The problem of finding potential inconsistencies during the process of validating knowledge based systems is discussed. A novel methodology, called reflecting on the inputs, is introduced. This effectively requires the knowledge base to stipulate the possible values for the inputs to the system. It is shown that the existence of potential inconsistencies manifest themselves by putting restrictions on the allowable input values
Keywords :
knowledge based systems; knowledge engineering; inconsistencies; knowledge based systems; knowledge engineering; uncertain knowledge validation; Computer science; Diagnostic expert systems; Expert systems; Helium; Knowledge based systems; Knowledge engineering; Machine intelligence; Medical diagnosis; Medical expert systems; Research and development;
Journal_Title :
Systems, Man and Cybernetics, IEEE Transactions on