This paper proposes the DRGS (Disease Rule Generation Scheme) which generates the decision rules for Individually-Customized Medical Service and Medical Information. The DRGS generates a Decision rules with Rough Set Theory and support of attributes. ...
This paper proposes the DRGS (Disease Rule Generation Scheme) which generates the decision rules for Individually-Customized Medical Service and Medical Information. The DRGS generates a Decision rules with Rough Set Theory and support of attributes. Then the DRGS provides the enhanced Patient-Customized Medical Service and Medical Information by comparing and analyzing the extracted rules with a patient’s medical information, a current patient’s health condition, and a patient’s family history. In particular, because the DRGS generates the more excellent decision rules with the Rough Set Theory, contrary to the existing Decision Tree C4.5 algorithm which does not consider the relation between attributes, it improves the exactness, compared with the C4.5 algorithm.