Application of the Confidence Measure in Knowledge Acquisition Process

摘要

Paper deals with the knowledge acquisition process. Different experts formulate the rules for decision support systems. We assume they have different knowledge about the problem and therefore obtained rules have different qualities. We will formulate the proposition of the confidence measure and its application to the decision process based on Bayes formulae. We will propose how calculate the value of measure under consideration for typical statistical learning process. On the base on the proposed measure of the knowledge quality we propose the procedure of the contradictions elimination for the set of logical rules.