Case-Based Reasoning - What is rule-based reasoning and case-based reasoning?

If a new problem is novel enough, rule-based reasoning will use induction rules to determine if it merits more investigation. Conversely, case-based reasoning locates the example in the case base that is most analogous to the novel problem by means of similarity-based matching. Internal audits of financial institutions are among the many areas that make use of these methodologies.